{"ip":"45.148.10.147","exported_at":"2026-07-19T15:40:52+00:00","period_days":7,"metrics":{"events7d":135,"distinct_ports":1,"distinct_classifications":1,"max_severity":6,"last_sensor_id":"paris-1","max_waf_score":null,"max_risk_score":50,"attack_stage":"probe","attack_chain_stage":"discovery","threat_family":["scanner"],"recommended_action":"investigate","confidence":1,"risk_breakdown":{"waf":8,"classification":50,"behavior":0,"geo":0,"protocol":36,"novelty":25},"mitre_tactics":["TA0007","TA0001"],"mitre_technique":"T1046","top_mitre_technique":"T1046","top_mitre_count":135,"executive_one_liner_fr":"Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH","campaign_hint_fr":null,"confidence_breakdown":{"waf":8,"classification":50,"behavior":0,"geo":0,"protocol":36,"novelty":25,"risk_score":50},"persona_hostname":"mail.sensor-1.internal","correlation_flags":[],"correlation_flags_labels_fr":[],"confidence_pct":100,"confidence_hint_fr":null,"sensor_role_label_fr":"Renseignement menaces","tags_summary_labels_fr":["Client SSH libssh\/paramiko (scanner)","pat-0389","pat-0391","Upstream"],"tags_summary":["INT-ssh-libssh-ua","pat-0389","pat-0391","INT-upstream"],"attack_vector":"Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)","protocol_details":{"ssh_banner":"SSH-2.0-PUTTY\r\n\u0000\u0000\u0005|\u0005\u0014\ufffd\ufffd\ufffd\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\u0011Us\ufffd\u0000\u0000\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec","payload_preview":"SSH-2.0-PUTTY\r\n\u0000\u0000\u0005|\u0005\u0014\ufffd\ufffd\ufffd\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\u0011Us\ufffd\u0000\u0000\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec","port":22,"service":"ssh","service_label_fr":"SSH"},"protocol_summary_fr":"SSH: SSH-2.0-PUTTY\r\n\u0000\u0000\u0005|\u0005\u0014\ufffd\ufffd\ufffd\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\u0011Us\ufffd\u0000\u0000\u0001hcurve25519-sha256,curve25519-sha256@li\u2026 \u00b7 Payload SSH-2.0-PUTTY\r\n\u0000\u0000\u0005|\u0005\u0014\ufffd\ufffd\ufffd\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\u0011Us\ufffd\u0000\u0000\u0001hcurve25519-sha256,curv\u2026 \u00b7 SSH:22","evidence_snippet":"SSH-2.0-PUTTY\r\n|\ufffd\ufffd\ufffd\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffdUs\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec","target_port_label":"22 \u00b7 SSH","emulator_service":"ssh","confidence_reason":"Confiance 100 % \u2014 Motif catalogue confirm\u00e9","classification_reason":"Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%","classification_reason_label_fr":"Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%","confidence_factors_fr":"Confiance 100 % \u2014 Score WAF 8","payload_preview":"SSH-2.0-PUTTY\r\n|\ufffd\ufffd\ufffd\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffdUs\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec"},"events":[{"id":12872783,"ip":"45.148.10.147","ts":"2026-07-19 13:35:01.000000","proto":"tcp","src_port":16064,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.84194782648567, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022fa26d00def859508b1d8eb84fe8c5b9b\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002243c7dfa6a429822bacfa5528728cbe457f6d8c07\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffdUs\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\\u001e\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffd\\u0011Us\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd%\ufffdy\ufffd\ufffd\ufffdUs\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12871830,"ip":"45.148.10.147","ts":"2026-07-19 13:19:29.000000","proto":"tcp","src_port":26158,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.847846230119172, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022c0848fbf5b0aaf2543e656bd532dc7a4\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a99466c6bad15a4134bb36f72a0215c711fc7a3d\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|a\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\ba\\u0007\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|a\u003C[*i\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\\\\hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12867562,"ip":"45.148.10.147","ts":"2026-07-19 12:24:23.000000","proto":"tcp","src_port":34534,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.847781401895364, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022f775886cd5f8db72f237191b15f87c42\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022e6935a3e0f72961440d23a7e6ef2b5b32dab21bd\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd\ufffde\ufffd\ufffd\ufffd\ufffd;\u0705uhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0010e\ufffd\ufffd\ufffd\ufffd;\u0705u\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd\ufffde\ufffd\ufffd\ufffd\ufffd;\u0705uhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12867236,"ip":"45.148.10.147","ts":"2026-07-19 12:19:14.000000","proto":"tcp","src_port":55454,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.849274046020038, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00229242d2f5ab10951cc9bf6d5f163a8c27\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a0d4fb803d4934e8056229fb5f37c0164e1fa70f\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd`S@\ufffdLx\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdqhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd`S@\ufffd\\fLx\ufffd\ufffd\ufffd\\u0018\ufffd\ufffd\ufffdq\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd`S@\ufffdLx\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdqhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12866448,"ip":"45.148.10.147","ts":"2026-07-19 12:09:06.000000","proto":"tcp","src_port":48254,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.853940956279201, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00223817fba474837a6edbdd20f8a0044a40\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00227423573976c9584260f560da3a04f4533134fb69\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014A\\u0005\ufffd\ufffd\\u0002\ufffd\\u0015\ufffdFNuGM\u0570\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|A\ufffd\ufffd\ufffd\ufffdFNuGM\u0570\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, 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\u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12863764,"ip":"45.148.10.147","ts":"2026-07-19 11:27:46.000000","proto":"tcp","src_port":18158,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.850364374885075, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00226bbdf315eb707defe1e617aa9fbf4f60\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022100f69a316ff37c42e5941af0f307915c0e6cc4c\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n| \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\\u001c\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n| \u05c8\ufffd\ufffd\ufffdQ\ufffdT\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12860862,"ip":"45.148.10.147","ts":"2026-07-19 10:41:14.000000","proto":"tcp","src_port":6198,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.846395825590302, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022c78696de2d05866c179c5778e1f4314c\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00225664a34075ef1c619a4583618b35e0551cb0395a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014l\ufffd{\\b\u003C`\ufffd\u066a\\u0001\ufffdn\ufffd\\u0005]X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|l\ufffd{\u003C`\ufffd\u066a\ufffdn\ufffd]Xhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12859213,"ip":"45.148.10.147","ts":"2026-07-19 10:20:28.000000","proto":"tcp","src_port":60050,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.846189229260149, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022fd2501ca7790222fecc678e7bbdbe4ed\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022437866df6dfb9b9a4ab5560c5180ec4cbf56aea2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, 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\u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014e\\u0010\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|e\ufffd\ufffd\ufffd:g\ufffd\ufffdWD\ufffd\ufffd\ufffd\ufffd2hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12843641,"ip":"45.148.10.147","ts":"2026-07-19 06:54:06.000000","proto":"tcp","src_port":61816,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.838935439850973, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022fca35f5b3dc24a5323bd3c1b780e4f16\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ea7a93f3fb86ba5428970470a8155d7e2dedd22f\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, 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{\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014QV\\u0019\ufffd\\u001c\ufffd\ufffd9i\\u0005\ufffd\u03fa\ufffd\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: 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\u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12841773,"ip":"45.148.10.147","ts":"2026-07-19 06:28:29.000000","proto":"tcp","src_port":14990,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.849069885937908, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022bc02fa26763d1682951aba010d8a4512\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022cf0168bddb0449fd90e315faed06670e54446ffa\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdy\ufffdC\ufffd\ufffd\ufffd\ufffd1\ufffd\ufffd\ufffdz\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12840836,"ip":"45.148.10.147","ts":"2026-07-19 06:18:17.000000","proto":"tcp","src_port":34040,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.855641799343492, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00225c6d3840dd0cd31e484fc1a0fe51818e\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022db0c14015151096c1b48e084f1a6ff03f6fd8843\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdKhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdK\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\u0247\ufffd%\ufffd0\u016f\ufffdV\ufffd\ufffdKhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12837179,"ip":"45.148.10.147","ts":"2026-07-19 05:21:38.000000","proto":"tcp","src_port":49144,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.841503694713459, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002297dc24f200e5877db8baaa9bdd7b0279\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002278e069ece69daa95c783e14d1a498934000efbae\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\rh\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\u0013\\rh\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\u06c8\ufffd\ufffdbU\ufffd\ufffdT\\rh\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12833586,"ip":"45.148.10.147","ts":"2026-07-19 04:19:39.000000","proto":"tcp","src_port":21324,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.833087432230961, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002232f9d5fba6040ffa6715601d331965e9\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd2\\u001a\ufffd\ufffd\u003C\ufffdo@\\u001c2Cf\ufffdf\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd2\\u001a\ufffd\ufffd\u003C\ufffdo@\\u001c2Cf\ufffdf\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd2\\u001a\ufffd\ufffd\u003C\ufffdo@\\u001c2Cf\ufffdf\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd2\\u001a\ufffd\ufffd\u003C\ufffdo@\\u001c2Cf\ufffdf\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd2\\u001a\ufffd\ufffd\u003C\ufffdo@\\u001c2Cf\ufffdf\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: 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\u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12832709,"ip":"45.148.10.147","ts":"2026-07-19 04:02:38.000000","proto":"tcp","src_port":62336,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.850477782633664, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022567e6bc360ca4b7e26baab9752bfe585\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022273d2edd25388d9a947c43b4cff6faeadb4fb388\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\\u0017\ufffd\u0672F|c\u05a7Vz\\u0019\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|#\ufffd\ufffd\ufffd\u0672F|c\u05a7Vzhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12831750,"ip":"45.148.10.147","ts":"2026-07-19 03:44:20.000000","proto":"tcp","src_port":45448,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.843784018869991, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022563a35841d6bd3e424ae06c13e98db34\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229666c142b0ac82f8f9080f9c4eaa4c5234e8af4a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\u062f\ufffd\ufffd^Z\ufffd\ufffd\ufffd:\\nmhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\ufffd\u062f\ufffd\ufffd^Z\ufffd\\u0000\ufffd\ufffd:\\nm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\u062f\ufffd\ufffd^Z\ufffd\ufffd\ufffd:\\nmhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12831361,"ip":"45.148.10.147","ts":"2026-07-19 03:39:13.000000","proto":"tcp","src_port":63188,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.844574929603191, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a24c4f71bedfbfcf3ef43741ac203205\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022b23bce719e759ac5acbe6726be915de8152c5c9e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|9\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffdBhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00149\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffd\\u0004B\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|9\ufffd\ufffd`\ufffdn\u003Ct\ufffd\ufffd\ufffd\ufffdBhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12830154,"ip":"45.148.10.147","ts":"2026-07-19 03:18:30.000000","proto":"tcp","src_port":39578,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.847450192465095, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00226a7db439720e438a88a59ea6d3c5352b\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022b7c60bee259a0fb4a48d386954419aa162bffc7f\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|t\ufffd \ufffd\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014t\\u0018\ufffd \\u0016\ufffd\\u0016\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|t\ufffd \ufffd\ufffd\ufffdW\u0027\ufffd);\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12828293,"ip":"45.148.10.147","ts":"2026-07-19 02:47:30.000000","proto":"tcp","src_port":44238,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.84825049845349, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ce74cbcb639d9ff089d980ed88564d67\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002210126686f9d71a4344a09a506186bd836697e10e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdXi\ufffd\ufffdb\ufffd\ufffdI\ufffdG\ufffdkhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdXi\ufffd\\u0001\ufffdb\ufffd\ufffdI\ufffd\\u0017G\ufffdk\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdXi\ufffd\ufffdb\ufffd\ufffdI\ufffdG\ufffdkhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12826183,"ip":"45.148.10.147","ts":"2026-07-19 02:11:09.000000","proto":"tcp","src_port":27392,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.840583989006083, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d5f5b4da0103849f4c01f1f6b376d58\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c5515564ec8888f625ca6e7b6e60f615d58affd4\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffd\\u0016\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdeu\ufffdr\ufffd\ufffdF\ufffd\ufffd\ufffd?\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12822527,"ip":"45.148.10.147","ts":"2026-07-19 01:08:46.000000","proto":"tcp","src_port":34542,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.846102796060458, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222455ce0deaaf690e74ade9d3a534b418\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ba7a49c5a8582fa5402b92c93a25b39249cb5373\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#qhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#q\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\u023e\ufffd5r\ufffd\u02cb(\ufffd\ufffd\ufffd2R#qhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12810656,"ip":"45.148.10.147","ts":"2026-07-18 21:33:45.000000","proto":"tcp","src_port":48150,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.836673012647046, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00225c752b90e700ad69300f2cf300e3a11e\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014u\ufffd\\u0011\\u0015\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014u\ufffd\\u0011\\u0015\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014u\ufffd\\u0011\\u0015\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014u\ufffd\\u0011\\u0015\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014u\ufffd\\u0011\\u0015\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014u\ufffd\\u0011\\u0015\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014u\ufffd\\u0011\\u0015\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|u\ufffd\ufffd@\ufffd%da\ufffd\ufffdyD\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, 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\u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12806385,"ip":"45.148.10.147","ts":"2026-07-18 20:16:45.000000","proto":"tcp","src_port":10562,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.851551426535894, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002297cb13b494de41b13e6ce1e03c989ead\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00220a8d4c3d8d226c123ec0e3eb3a49f7825a91fed6\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|{?I\ufffd\ufffdE\ufffd\ufffd\u003C^\ufffdn\u0617.hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{?I\ufffd\ufffdE\ufffd\ufffd\u003C\\u0017^\ufffdn\u0617.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|{?I\ufffd\ufffdE\ufffd\ufffd\u003C^\ufffdn\u0617.hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12805597,"ip":"45.148.10.147","ts":"2026-07-18 20:01:21.000000","proto":"tcp","src_port":24628,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.847968696037956, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022e372b94cc593dd1d6795a86022bc545d\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022474da9cdd68dd85720261cef0f7fe3a62aa22662\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\\u0001\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdH\ufffdOP\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12803231,"ip":"45.148.10.147","ts":"2026-07-18 19:14:36.000000","proto":"tcp","src_port":32176,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.834334308854509, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00225b528cda0478ab84302c90af48a47606\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229a62e5b55a1dc963f1f14b8a04b86636378d51c5\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|_Bh\ua66f\ufffdm\ufffdzDW6hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_Bh\\u001b\ua66f\\u0000\ufffdm\ufffdz\\u0015DW6\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|_Bh\ua66f\ufffdm\ufffdzDW6hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, 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{\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 84}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12785292,"ip":"45.148.10.147","ts":"2026-07-18 15:01:48.000000","proto":"tcp","src_port":15070,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.851292467746254, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, 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\u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014Z\ufffd\ufffd\ufffd\ufffd]`\\u001f\ufffd\ufffd\ufffd!9\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014Z\ufffd\ufffd\ufffd\ufffd]`\\u001f\ufffd\ufffd\ufffd!9\ufffd4\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: 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\u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12784555,"ip":"45.148.10.147","ts":"2026-07-18 14:46:20.000000","proto":"tcp","src_port":2676,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.843655749483666, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002236ec28f198ffdcc914efc549ce546f71\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00221e96c09afb5f0e79569a89ebade61206afda9e7d\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffdf\/,@\ufffdz\ufffd\ufffd\ufffdxAhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffdf\/,@\\u0014\ufffdz\ufffd\ufffd\\u0019\ufffdxA\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffdf\/,@\ufffdz\ufffd\ufffd\ufffdxAhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12784068,"ip":"45.148.10.147","ts":"2026-07-18 14:36:06.000000","proto":"tcp","src_port":28264,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.842895038861181, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022e595c621d9d36f15e89814f19862afd7\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229f5dc93c5926a1abf0141c6861259e16fb2a1ea4\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffdb\ufffd\ufffda\ufffd\ufffd\u047a\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u000e\ufffd\ufffd\ufffd\ufffdb\\u0014\ufffd\ufffd\\u0004a\ufffd\ufffd\u047a\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffdb\ufffd\ufffda\ufffd\ufffd\u047a\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12782336,"ip":"45.148.10.147","ts":"2026-07-18 14:05:01.000000","proto":"tcp","src_port":35078,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.837347366118922, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222a86d21f441fa18c76c9267e57fbfe96\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022e0c5d59c314463391661c12dc9745d454348f6df\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd3K\ufffdphcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd\\u001c3K\ufffdp\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffdhF$\ufffd3K\ufffdphcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12778536,"ip":"45.148.10.147","ts":"2026-07-18 13:18:13.000000","proto":"tcp","src_port":49508,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.844180917653901, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022e1d52b2034fc127ae928f5c9d81a5fb3\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002237aec2d1b99dcde7c67669927b5e2502cc4ffb4b\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdG\ufffdd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\fG\ufffd\\u001dd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdG\ufffdd\ufffd\ufffd\ufffdt\ufffd\ufffd:\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12774482,"ip":"45.148.10.147","ts":"2026-07-18 12:19:57.000000","proto":"tcp","src_port":56044,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.853429623711532, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222e0ef1361d7baf16b71279355c7eca7a\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022f002b3416accbdcd7fc47cbbf87d686c2d6463d1\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd_K\\\\\\n\ufffd?w\ufffd\ufffd\ufffds\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_K\\u001e\\\\\\n\ufffd?\\u001fw\ufffd\\u0011\ufffd\ufffds\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd_K\\\\\\n\ufffd?w\ufffd\ufffd\ufffds\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12773221,"ip":"45.148.10.147","ts":"2026-07-18 11:59:03.000000","proto":"tcp","src_port":18656,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.843442906231797, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222313181692bc2758360a052c82fa5faf\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022d257c2ed155b74514afc3c84a57e691c5ba7ca2e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|+xc\ufffdA\ufffdM\ufffd5\ufffd(\ufffdXhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014+xc\ufffdA\ufffdM\ufffd5\ufffd\\f(\ufffd\\u0007X\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|+xc\ufffdA\ufffdM\ufffd5\ufffd(\ufffdXhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12770842,"ip":"45.148.10.147","ts":"2026-07-18 11:27:46.000000","proto":"tcp","src_port":20020,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.81898545336598, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002220e1f7b2ee4507244380c41060cc759f\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022608f3db77cab437b28ba8f35e10f0f6e9b06b380\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|1v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdmhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00141v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdm\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|1v\ufffdBipx\ufffd\ufffdop\ufffd\ufffd.\ufffdmhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12770420,"ip":"45.148.10.147","ts":"2026-07-18 11:22:29.000000","proto":"tcp","src_port":46314,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.829594449569868, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00223e5a9391f876ceafa5d9eb7f4ed97518\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: 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\u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u5ce2M;\ufffdy\ufffd\ufffd\\f\ufffd\\u0000@{t\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\u5ce2M;\ufffdy\ufffd\ufffd\\f\ufffd\\u0000@{t\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: 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\u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12747406,"ip":"45.148.10.147","ts":"2026-07-18 10:30:32.000000","proto":"tcp","src_port":62268,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.832227025843287, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002210d594e9bf8b10f5724f9225d398bacc\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00225c7cd0194fc95c874e02e678545edd73eb044be2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|,\ufffd\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-yhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014,\ufffd\\u000b\\u000e\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-y\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|,\ufffd\ufffd\u0026\ufffd\\nD\ufffdf\ufffdk%-yhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12727853,"ip":"45.148.10.147","ts":"2026-07-18 06:07:39.000000","proto":"tcp","src_port":31436,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.84398948189363, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002257726f9a1e831584d989a829c880338a\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229c24a6714fb12ca7d2dc8a37d6e52c5445f029bd\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|!758\ufffd\ufffd\ufffd\ufffd\u0381\\n\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014!\\u0016758\\u000e\ufffd\ufffd\ufffd\\u0019\\u0001\ufffd\u0381\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|!758\ufffd\ufffd\ufffd\ufffd\u0381\\n\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 72}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12724828,"ip":"45.148.10.147","ts":"2026-07-18 05:31:10.000000","proto":"tcp","src_port":35682,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.843625408793481, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00226e50a78add832d817408aaa3125bf6e7\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229d6cfd6fd401ac1b7c50020f74cd0898e1f388c4\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdS\ufffd\ufffd\ufffdH6;\ufffd\u0701e\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdS\\u0016\ufffd\ufffd\\u001c\ufffdH6;\ufffd\u0701e\ufffd\\u0002\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdS\ufffd\ufffd\ufffdH6;\ufffd\u0701e\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12720221,"ip":"45.148.10.147","ts":"2026-07-18 04:28:14.000000","proto":"tcp","src_port":12956,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.8514112179817275, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ec939d35b5281449a22c025988f576c2\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022f0d8a567f89bcb501608939d80c2bbad536e87e0\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdW:Ka\ufffd\ufffd\ufffd\u036b!\ufffd{hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdW:K\\u0011\\u000ba\ufffd\ufffd\ufffd\u036b!\ufffd{\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdW:Ka\ufffd\ufffd\ufffd\u036b!\ufffd{hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12719577,"ip":"45.148.10.147","ts":"2026-07-18 04:17:37.000000","proto":"tcp","src_port":36428,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.850707895526155, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022f721320eda5299158ab695c7c39ae59b\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c66a090551f449a1c56d3b1812f31ee63505e2e2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdH\ufffd\ufffd\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdH\ufffd\ufffd\\u0016\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdH\ufffd\ufffd\ufffd\ufffd\ufffdf\ufffd\ufffd\u05b4K\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12717031,"ip":"45.148.10.147","ts":"2026-07-18 03:41:38.000000","proto":"tcp","src_port":48542,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.845131432952275, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022c8629b731872eaa7bf4e38a3dedcaed8\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022eb04c4affc37aeecabfe46da5f52df1458f56b49\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|o\ufffd\ufffdUj3\ufffd\ufffd\ufffdR]E;Tyhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014o\ufffd\\u0007\ufffdUj3\ufffd\ufffd\ufffdR]E;Ty\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|o\ufffd\ufffdUj3\ufffd\ufffd\ufffdR]E;Tyhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12716698,"ip":"45.148.10.147","ts":"2026-07-18 03:36:27.000000","proto":"tcp","src_port":27792,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.841460049882632, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022081381109b10f183e55cfa54cbf08166\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00225d36157c2668e0aee84ee48ca71c3759b15878d0\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\u0771\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0015\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\\u001e\u0771\ufffd\\u0001\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\u003C+\u0771\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12713102,"ip":"45.148.10.147","ts":"2026-07-18 02:39:14.000000","proto":"tcp","src_port":29736,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.857430627539667, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002203974bf20c033d1d2fd7e4c83dd442fe\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022eb86ef2e45df8f10e3a6077740e99c36cd66a45c\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: 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8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\\u0006\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|#\ufffd\ufffd\u003EF\ufffdI\ufffdX{\ufffd\/T\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12711992,"ip":"45.148.10.147","ts":"2026-07-18 02:23:31.000000","proto":"tcp","src_port":39638,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.860772080457562, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002234d9962327104dc781c421aa197509c6\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00221dcfd3b4d82fd0e4a754dd280d47b2231f8f8dcc\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: 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8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014D\ufffd\ufffdI?\ufffd\ufffd\ufffd\u003C\u021d\ufffd\ufffd\\f_\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: 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\u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12706461,"ip":"45.148.10.147","ts":"2026-07-18 01:03:27.000000","proto":"tcp","src_port":30644,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.848403582186032, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022881378cdaed8955ff8a4bc853377cbd8\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002274db0973a4a76356c23a74223b4b1c75c9072098\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\ufffdIhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\\u0017\ufffdI\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffdw\ufffdd8\ufffd*u}\\t\ufffd\ufffd\ufffdIhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12695165,"ip":"45.148.10.147","ts":"2026-07-17 22:00:35.000000","proto":"tcp","src_port":55648,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.855641799343492, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022f8b5548d9fe0bf9e2a896ee9732d5eab\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022eafce151f0ccfb2b260948f2f0bfbb0f10771363\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\/\ufffd+\ufffd\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\/\ufffd+\ufffd\\u0006\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\/\ufffd+\ufffd\ufffd\ufffd\ufffdM\ufffd\u027fX0\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12680051,"ip":"45.148.10.147","ts":"2026-07-17 18:10:39.000000","proto":"tcp","src_port":6056,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.835736705304054, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002279c26ffbecff1690434aa090440a4e5b\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00222c48e34956c60f7278c4ef3beec2a23a31e160c3\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|h[\\t\ufffd2#\ufffd\ufffd\ufffdg\ufffd\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014h[\\t\\u000f\ufffd2#\ufffd\ufffd\ufffdg\ufffd\\u0001\ufffd\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|h[\\t\ufffd2#\ufffd\ufffd\ufffdg\ufffd\ufffd\ufffd\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12679615,"ip":"45.148.10.147","ts":"2026-07-17 18:04:52.000000","proto":"tcp","src_port":30900,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a\u0022, \u0022emulator_response_len\u0022: 39, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.846723020619101, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228a5859dd3011dd5ed5cc71e262676b5f\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002242dd9ccd3ce4db41294fa9596f681d5036b080de\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: 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\u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0017\ufffd+\ufffd\ufffd\/,P\ufffdhj\u0620\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: 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\u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12678654,"ip":"45.148.10.147","ts":"2026-07-17 17:49:06.000000","proto":"tcp","src_port":45726,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.840320458402409, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a51e3d0a2d0320e16d57d3ec8c5de7e5\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a74309123895c0343ff68d50245baff025db765a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd]\ufffd#Gs\ufffd\ufffd\u038f\\\u0022\ufffd\ufffd-\ufffdhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12676475,"ip":"45.148.10.147","ts":"2026-07-17 17:17:57.000000","proto":"tcp","src_port":25462,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.846117848184795, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022b23d8a93792dbb9b608661ad83097d5b\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022e102fa3feb30bedfa76a15bddf61a09a75ce1a4a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\u0027\ufffd*\/AN\ufffdt\ufffdG\ufffd\u054b\u03088hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12675175,"ip":"45.148.10.147","ts":"2026-07-17 17:02:25.000000","proto":"tcp","src_port":14400,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a\u0022, \u0022emulator_response_len\u0022: 32, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.8431475535062365, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ae9dadfe32bff412bd76bf3cdbd4bd10\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022b01f0a80a9cfd7b9ec7cef083b0984f1f4ae4892\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdMb\ufffd\ufffd\ufffd[(|\ufffd\ufffd\ufffd\ufffdp\ufffd.hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12674849,"ip":"45.148.10.147","ts":"2026-07-17 16:57:20.000000","proto":"tcp","src_port":51834,"dst_port":22,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1423, \u0022payload_entropy\u0022: 4.853387167833752, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 48090, \u0022country\u0022: \u0022NL\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229a91c35ff8553fc24795f9eaf93692ffdae1839c\u0022, \u0022event_fingerprint\u0022: \u0022bc4e3fa786c83e0db7c1c892cb0c288f6b14388f\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 195, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PuTTY SSH client\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022NL\u0022, \u0022asn\u0022: 48090, \u0022org\u0022: \u0022Techoff Srv Limited\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002226180eee22b216dbbb9881bccd8fd080\u0022, \u0022path_pattern_hash\u0022: \u00224368b1c212b6962fb95d1d1144451aca\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 50}, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ab303a4402f1c2e3981ac346bee780c490241a23\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffdGhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 50\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 50}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 50, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0389\u0022, \u0022pat-0391\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffd\\f\\u000bG\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\ufffd\ufffd\\\\\ufffdW\ufffd\ufffd\ufffd\ufffd\ufffdGhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423}],"total_events":135}