{"ip":"45.148.10.141","exported_at":"2026-07-17T23:09:23+00:00","period_days":30,"metrics":{"events7d":88,"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":88,"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\u0027F\ufffd\u0007\ufffd\ufffd\u0003\b\ufffd7`%5\ufffd\u001cM\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\u0027F\ufffd\u0007\ufffd\ufffd\u0003\b\ufffd7`%5\ufffd\u001cM\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\u0027F\ufffd\u0007\ufffd\ufffd\u0003\b\ufffd7`%5\ufffd\u001cM\u0000\u0000\u0001hcurve25519-sha256,curve25519-sha256@li\u2026 \u00b7 Payload SSH-2.0-PUTTY\r\n\u0000\u0000\u0005|\u0005\u0014\u0027F\ufffd\u0007\ufffd\ufffd\u0003\b\ufffd7`%5\ufffd\u001cM\u0000\u0000\u0001hcurve25519-sha256,curv\u2026 \u00b7 SSH:22","evidence_snippet":"SSH-2.0-PUTTY\r\n|\u0027F\ufffd\ufffd\ufffd\ufffd7`%5\ufffdMhcurve25519-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|\u0027F\ufffd\ufffd\ufffd\ufffd7`%5\ufffdMhcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec"},"events":[{"id":12694292,"ip":"45.148.10.141","ts":"2026-07-17 21:45:18.000000","proto":"tcp","src_port":41022,"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: 4.8500687604691946, \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: \u0022d49024efd0645bb71a55d070b8881b59\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\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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: \u002221e0fedf6c82d5437bfd510abc7402ed1b88ddab\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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|\u0027F\ufffd\ufffd\ufffd\ufffd7`%5\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\\u0014\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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\u0027F\ufffd\\u0007\ufffd\ufffd\\u0003\\b\ufffd7`%5\ufffd\\u001cM\\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|\u0027F\ufffd\ufffd\ufffd\ufffd7`%5\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":12692853,"ip":"45.148.10.141","ts":"2026-07-17 21:24:40.000000","proto":"tcp","src_port":25784,"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: 4.846307725254731, \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: \u0022f6cd3f6bc91be5ae244a01519b52068f\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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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: \u00222688c2f3bf707d9b94ce949500e04f488613d381\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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|35\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\u00c4\u05afhcurve25519-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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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\\u001435\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\\u0014\u00c4\u05af\\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|35\ufffd{z\ufffd\ufffd\ufffd4\\\u0022\ufffd\u00c4\u05afhcurve25519-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":12691593,"ip":"45.148.10.141","ts":"2026-07-17 21:04:02.000000","proto":"tcp","src_port":57978,"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: 4.834016702626726, \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: \u00225f434b79286d2a548241b153171a0324\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$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\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$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\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$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c5ed4c86e961007bbf36c7f45b1ee7023284fd91\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\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$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\ufffd\u003Cn\ufffd\\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$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\n\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\\u0010\ufffd\u003Cn\ufffd\\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|$\ufffd\ufffd\ufffd\ufffdi\ufffdaB\ufffd\u003Cn\ufffd\\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]}","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":12687120,"ip":"45.148.10.141","ts":"2026-07-17 20:00:06.000000","proto":"tcp","src_port":22042,"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: 4.842733272269575, \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: \u0022c0602a9384f50f550b475ee44e610f85\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\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\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\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\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\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\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: \u002277d29525bea884d45554dc72484cf33efd37f9ad\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\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|\\\\\ufffdb6Z#\ufffd$\u0145\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\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\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\\\\\ufffdb6Z#\ufffd$\u0145\ufffd\\u0000\\u0014]\ufffd\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\\\\\ufffdb6Z#\ufffd$\u0145\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}]}, 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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":12685906,"ip":"45.148.10.141","ts":"2026-07-17 19:40:34.000000","proto":"tcp","src_port":28630,"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: 4.835931365961996, \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: \u00222d64d66d18d0e70b8d5c02ae8f8a3c2e\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`5K\\b\\u0002.\\u001a\ufffd\\rav2(\\u0013\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`5K\\b\\u0002.\\u001a\ufffd\\rav2(\\u0013\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`5K\\b\\u0002.\\u001a\ufffd\\rav2(\\u0013\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`5K\\b\\u0002.\\u001a\ufffd\\rav2(\\u0013\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`5K\\b\\u0002.\\u001a\ufffd\\rav2(\\u0013\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], 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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`5K\\b\\u0002.\\u001a\ufffd\\rav2(\\u0013\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":12683418,"ip":"45.148.10.141","ts":"2026-07-17 19:05:56.000000","proto":"tcp","src_port":44302,"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: 4.8492102449963905, \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: \u00224e19bbed110049a77fea006c3d704f9f\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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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: \u0022c5f691d320c6e258b120d2c2627ae53fb41a1299\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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|)\ufffd1\ufffd\ufffd\ufffd}\ufffd\ufffd\ufffd\ufffd\ufffd4hcurve25519-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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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)\ufffd1\ufffd\ufffd\ufffd}\\u0006\ufffd\ufffd\ufffd\ufffd\\u0017\ufffd\\f4\\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|)\ufffd1\ufffd\ufffd\ufffd}\ufffd\ufffd\ufffd\ufffd\ufffd4hcurve25519-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":12682972,"ip":"45.148.10.141","ts":"2026-07-17 18:57:05.000000","proto":"tcp","src_port":44484,"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: 4.850935696038731, \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: \u0022a2f4f09f1758f4f0393cca62e057dd71\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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: \u0022dbc91f0e86465f25186b54b7430e36c77a38e4bc\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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|\u048b{\ufffd\ufffd\ufffd\ufffdH\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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\u048b{\\u000b\ufffd\ufffd\ufffd\ufffdH\ufffd\ufffd\\u000f\ufffd\ufffd\\u000f\\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|\u048b{\ufffd\ufffd\ufffd\ufffdH\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":12681631,"ip":"45.148.10.141","ts":"2026-07-17 18:37:18.000000","proto":"tcp","src_port":43448,"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: 4.837171478416367, \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: \u0022c3f1080bcda099109e62a080e1233f4d\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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: \u002210f06af27048d355fc16577796a04f0c461f551e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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|\ufffd0L\ufffd\ufffd\ufffdm\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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\ufffd0L\ufffd\ufffd\ufffdm\ufffd\ufffd\\u001e\ufffd\\u001e\ufffd|\\u0014\\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|\ufffd0L\ufffd\ufffd\ufffdm\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":12675548,"ip":"45.148.10.141","ts":"2026-07-17 17:07:36.000000","proto":"tcp","src_port":43288,"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: 4.850634564744929, \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: \u00224ce76dd97bf0b543031146988cc53749\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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: \u002242f792ae1a475f4880662d5afecdcaba8d7ecb1a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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\\u0011\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd\\u0010^\\u0007U\\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|\ufffdPq\ufffd-\ufffd\ufffd\ufffd\ufffd^Uhcurve25519-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":12673521,"ip":"45.148.10.141","ts":"2026-07-17 16:41:52.000000","proto":"tcp","src_port":63056,"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: 4.8395287930130095, \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: \u00227da8557aee4489d5141b84b21acf5607\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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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: \u00220bce59933977b540fa1125d6f456aa1a1d9c287d\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014_\ufffd\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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|_\ufffdj\ufffd2v3x\ufffd{9\u003E\ufffdNhcurve25519-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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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\\u0005j\ufffd2v3x\ufffd{9\u003E\ufffdN\\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|_\ufffdj\ufffd2v3x\ufffd{9\u003E\ufffdNhcurve25519-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":12658601,"ip":"45.148.10.141","ts":"2026-07-17 12:47:15.000000","proto":"tcp","src_port":13292,"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: 4.857430627539667, \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: \u0022823a42ba92ad642c4c9c13b47a6188ec\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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: \u002218f701640f3e99d1e9bbd9a5610cb3e178963c2d\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\ufffd7\ufffd=\ufffd\u0700\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\\u001a\ufffd7\ufffd=\ufffd\u0700\ufffd\ufffd\ufffd\\u001b{\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\ufffd7\ufffd=\ufffd\u0700\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":12657823,"ip":"45.148.10.141","ts":"2026-07-17 12:31:32.000000","proto":"tcp","src_port":56244,"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: 4.841376565631627, \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: \u0022665fbdc91b09c0ec2794a926a4cfd420\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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: \u002273b5de47549c5be6b22236711820e487473e9b72\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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|\ufffdb\ufffd\ufffd\ufffd:|v\ufffd\u0613I\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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\ufffdb\ufffd\ufffd\ufffd:\\u0004|v\ufffd\\f\u0613I\ufffdg\\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|\ufffdb\ufffd\ufffd\ufffd:|v\ufffd\u0613I\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},{"id":12656601,"ip":"45.148.10.141","ts":"2026-07-17 11:54:30.000000","proto":"tcp","src_port":57182,"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: 4.846387441680807, \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: \u0022997eba4e91b57f07b645c1fe1ea37cad\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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: \u0022902b906356f9607db6054e1de39f16beffff6b9b\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\ufffdc\ufffd\ufffd\u03ffu\ufffdx\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\\u0013\ufffd\ufffd\ufffdc\ufffd\ufffd\\u0011\u03ffu\ufffdx\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\ufffdc\ufffd\ufffd\u03ffu\ufffdx\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":12656414,"ip":"45.148.10.141","ts":"2026-07-17 11:49:13.000000","proto":"tcp","src_port":42576,"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: 4.832489128299481, \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: \u002201cc0e1f3be6b8ceb5b4c3e9fabf81af\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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: \u00221472488619ea3469eb479270c492ed34b5a19720\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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| s`\ufffd$2p\\r\ufffdN\u003E\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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 \\u0011s`\ufffd$2p\\r\ufffdN\u003E\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| s`\ufffd$2p\\r\ufffdN\u003E\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":12655345,"ip":"45.148.10.141","ts":"2026-07-17 11:17:53.000000","proto":"tcp","src_port":35540,"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: 4.844959406881771, \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: \u0022824f779f6e2bc7b2ca7f055b3f641718\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\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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: \u0022a9cda74662720b4e264e9b245376ac1565332fd9\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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|E\ufffd6\ufffd\ufffdV\ufffd\ufffdb\/\ufffd`b\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\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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\\u0014E\ufffd6\ufffd\ufffdV\ufffd\\u001f\ufffdb\/\ufffd`b\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|E\ufffd6\ufffd\ufffdV\ufffd\ufffdb\/\ufffd`b\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":12648485,"ip":"45.148.10.141","ts":"2026-07-17 08:44:23.000000","proto":"tcp","src_port":53658,"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: 4.845039128194956, \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: \u0022cb8dcd3503900e6e6f67a1d663174c50\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{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd \\u001cj)\\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{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd \\u001cj)\\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{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd \\u001cj)\\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{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd \\u001cj)\\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{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd \\u001cj)\\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: \u002211cc43aa7b7a77bab9507f82f83f5f14c303de01\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd \\u001cj)\\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{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd \\u001cj)\\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|{n4\ufffd\ufffd\u0027\\n\u0102\ufffd~\ufffd 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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, 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[\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":12609764,"ip":"45.148.10.141","ts":"2026-07-17 00:51:53.000000","proto":"tcp","src_port":22012,"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: 4.832338012128996, \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: \u002296103940eb2e4b1978d52fb0407bc41e\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\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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: \u002218f990875ddd4aaab1384c7728d79c42468d42b0\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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}, 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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\\u0014\ufffd\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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\ufffd7!,\\u0005\ufffd\\u001b\\u00161.5\ufffd\\u001a\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\ufffd7!,\ufffd1.5\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":12608025,"ip":"45.148.10.141","ts":"2026-07-17 00:00:03.000000","proto":"tcp","src_port":46328,"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: 4.842323122821422, \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: \u0022d197086cca73d6805b9d61ba80ec6555\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\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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\\u0014\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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\\u0014\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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\\u0014\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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\\u0014\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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: \u0022dadc4430cd17354c98500330efd0f2a7b0a123e5\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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\\u0014\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\ufffd4-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\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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\\u0014\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\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}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\\\\\ufffd\u020d\ufffd\ufffd\ufffdF\\\\o\ufffdb\ufffd4-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":12607866,"ip":"45.148.10.141","ts":"2026-07-16 23:54:47.000000","proto":"tcp","src_port":34978,"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: 4.841196709282333, \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: \u0022925ba3ca7b8ddd9fb663a641f9c80c90\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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: \u0022ca2e13f40ad7231a37c9605ee79da65260118521\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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|m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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\\u0014m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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|m4\ufffd\ufffdDOU\ufffd\ufffd8=\u04beK\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":12606943,"ip":"45.148.10.141","ts":"2026-07-16 23:28:50.000000","proto":"tcp","src_port":41568,"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: 4.841558181855944, \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: \u002245005552eb71762dcfd7508a64c89d87\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\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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: \u0022bb8d928ed4fb3d4665141ccc21ceeecab8f292cc\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd_\ufffd\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffdA\u0026p\ufffd\ufffd8\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\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffd\ufffd\ufffdA\u0026p\ufffd\\u0004\\u001b\ufffd8\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\ufffdA\u0026p\ufffd\ufffd8\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":12605603,"ip":"45.148.10.141","ts":"2026-07-16 22:47:14.000000","proto":"tcp","src_port":39414,"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: 4.845962192430519, \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: \u0022ca9e42e71e4597be925e2371d79aca12\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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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: \u00229bd4ba0beff6562dee570a071437526032fe4ff8\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\\u0018\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\ufffd\ufffd\u01d1\ufffd\u0155hcurve25519-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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\\u0006\\u0005\ufffd\ufffd\u01d1\ufffd\u0155\\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\/c-Ik\ufffd\ufffd\u01d1\ufffd\u0155hcurve25519-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":12603438,"ip":"45.148.10.141","ts":"2026-07-16 22:42:07.000000","proto":"tcp","src_port":32522,"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: 4.844132049001226, \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: \u0022060c4fa1368bede5a4cbf9ef01d778d3\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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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: \u00220d953a99fad90714c3a7438a1e0256dcea93537f\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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|K;8`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\ufffdDhcurve25519-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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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\\u0014K;8\\u0016`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\\u001b\ufffdD\\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|K;8`\ufffd\ufffd\ufffdYp\ufffd\ufffd\ufffd\ufffdDhcurve25519-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":12598572,"ip":"45.148.10.141","ts":"2026-07-16 22:31:41.000000","proto":"tcp","src_port":51698,"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: 4.853246120496374, \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: \u0022c7aff984cc326d6429c4c015afd5a8da\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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: \u0022d9ba0c9881ef5ae920b616a4e01333c38977e98a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\u0012\\u001f\ufffd\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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\\r\ufffd\ufffd\ufffd\ufffd7p\ufffd{\\\u0022\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":12596062,"ip":"45.148.10.141","ts":"2026-07-16 22:26:27.000000","proto":"tcp","src_port":26716,"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: 4.852715630333223, \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: \u00228be500d363b6f0d60f407730ef9ecb59\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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: \u002293c010729b7641b96d1ca158b3f5af8d07639566\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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|pM\u03ae?\ufffd\ufffd\u05d3\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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\\u0014pM\u03ae\\u0006?\ufffd\ufffd\u05d3\\u0001\ufffd\ufffd\\u0002\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|pM\u03ae?\ufffd\ufffd\u05d3\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":12595355,"ip":"45.148.10.141","ts":"2026-07-16 22:21:05.000000","proto":"tcp","src_port":15484,"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: 4.8428129085924745, \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: \u00220af3acca7f78f4ffd013370b40ae5f6a\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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: \u002274520169b494558cda35e2b14590293ed9703bf4\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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|R~\ufffdU\ufffd5\ufffd\ufffdNU\ufffdt\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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\\u0004R~\ufffdU\ufffd5\ufffd\\u0016\ufffdNU\ufffdt\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|R~\ufffdU\ufffd5\ufffd\ufffdNU\ufffdt\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":12592405,"ip":"45.148.10.141","ts":"2026-07-16 22:10:29.000000","proto":"tcp","src_port":36806,"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: 4.842085730171039, \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: \u0022bd445c46f35f3cd5f6e9651183b9a531\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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: \u00223a614ab3f133fdb6625f776e1059cace6fbc2c25\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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+Y\ufffd\ufffdp*m\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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\\u0012@\ufffd\ufffd+Y\ufffd\ufffdp\\u0005*m\\u0003\ufffd\\f\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+Y\ufffd\ufffdp*m\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":12530092,"ip":"45.148.10.141","ts":"2026-07-16 15:48:49.000000","proto":"tcp","src_port":37878,"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: 4.847525515026362, \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: \u0022f9d6f91f2df3aa420ed75a5acd8c7825\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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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: \u0022ed0de52f0d23ccdce4b84e20753486c0c5b540a9\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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|\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022hcurve25519-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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022\\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|\u0104uZ\ufffd\ufffd\\r\ufffd%\ufffd\ufffd\ufffdm?\\\u0022hcurve25519-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":12529721,"ip":"45.148.10.141","ts":"2026-07-16 15:38:26.000000","proto":"tcp","src_port":63598,"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: 4.842159971133744, \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: \u0022c0ab838a6dc81cf56c39c4386bd1620e\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\\f%\ufffd\ufffdn\ufffd*l\ufffd\ufffd=|\ufffd\ufffd+5\\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\\f%\ufffd\ufffdn\ufffd*l\ufffd\ufffd=|\ufffd\ufffd+5\\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\\f%\ufffd\ufffdn\ufffd*l\ufffd\ufffd=|\ufffd\ufffd+5\\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\\f%\ufffd\ufffdn\ufffd*l\ufffd\ufffd=|\ufffd\ufffd+5\\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\\f%\ufffd\ufffdn\ufffd*l\ufffd\ufffd=|\ufffd\ufffd+5\\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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[{\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":12529578,"ip":"45.148.10.141","ts":"2026-07-16 15:33:12.000000","proto":"tcp","src_port":53084,"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: 4.84882983285842, \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: \u00225f626006877fc2ce9571bd2a9ad6ab36\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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: \u002287553c485e0dca74c7856eb0573564b6ac527c8b\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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|\u0110\\t\u2d7cfWl\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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\u0110\\t\u2d7cfWl\\u0004\ufffd^\ufffd\\u001f\ufffd\\u001a\\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|\u0110\\t\u2d7cfWl\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":12520195,"ip":"45.148.10.141","ts":"2026-07-16 14:03:35.000000","proto":"tcp","src_port":44620,"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: 4.843735995580027, \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: \u002209b7dbf68f449e98fe9be3c7e551355a\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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: \u00227bc53dab00ff552aa6841cc06b97d941aa0503a7\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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|\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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|\ufffdD\ufffd\ufffd\ufffdc\ufffd\ufffd\ufffds\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":12516459,"ip":"45.148.10.141","ts":"2026-07-16 13:42:34.000000","proto":"tcp","src_port":45250,"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: 4.829603853648326, \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: \u002295c7d5055185576632dcd77b9785f4e7\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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: \u0022721f1e5d366a6ebc62f584157296e74576025d4e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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|\ufffd-@v.\ufffdh\ufffdn\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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-@\\bv.\ufffdh\\u000e\ufffdn\ufffd\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|\ufffd-@v.\ufffdh\ufffdn\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":12515881,"ip":"45.148.10.141","ts":"2026-07-16 13:26:40.000000","proto":"tcp","src_port":9304,"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: 4.850025510591888, \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: \u0022c5c7ee66166fc4e685aac63e69e26984\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\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\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\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\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\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group-exchange-sha256,diffie-hellman-group16-sha512,diffie-hellman-group18-sha512,diffie-hellman\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\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: \u0022a66cc69030870a5c7f38f223f70404df28c6dcd4\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\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\u0082\ufffdw\u003E\ufffd0$\ufffdo\u0720hcurve25519-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\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\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\u0082\ufffdw\u003E\ufffd\\u00010$\ufffdo\u0720\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffd\ufffd\ufffd\u0082\ufffdw\u003E\ufffd0$\ufffdo\u0720hcurve25519-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":12515296,"ip":"45.148.10.141","ts":"2026-07-16 13:10:45.000000","proto":"tcp","src_port":18960,"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: 4.842139872276297, \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: \u0022da1e347dbe8f90ed8e2ac83467b5a982\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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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: \u0022532a934aa10beb57de60e7822b93a8b0782727be\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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|\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027hcurve25519-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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027\\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|\ufffdp\ufffd\ufffd\ufffde\ufffd\ufffd{\ufffd\ufffd\ufffdc\ufffd\u0027hcurve25519-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":12429429,"ip":"45.148.10.141","ts":"2026-07-16 06:58:20.000000","proto":"tcp","src_port":58570,"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: 4.833202109487355, \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: \u00221cb2637e0434068317605d57dbc7bc92\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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: \u0022540c85fdeea5bc39cb48c4e2f4171cc56854f10b\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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|\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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|\ufffds2\ufffd\ufffd,\ufffd\ufffd\ufffd\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":12428580,"ip":"45.148.10.141","ts":"2026-07-16 06:47:55.000000","proto":"tcp","src_port":44362,"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: 4.838687499895347, \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: \u00224cb371d84f105a18d9d992783fe7311b\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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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: \u0022a231f8f02bd81ebdbdc02848eea3d8d9761e07d9\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\ufffdZ\ufffd\u03e2)T\ufffd\ufffdshcurve25519-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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\\u0004\ufffd\ufffd\ufffdZ\\u0007\ufffd\u03e2)T\ufffd\ufffds\\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\ufffdZ\ufffd\u03e2)T\ufffd\ufffdshcurve25519-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":12428130,"ip":"45.148.10.141","ts":"2026-07-16 06:42:41.000000","proto":"tcp","src_port":38810,"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: 4.846920238488648, \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: \u0022abb0f14c737487c5948ff45d6d79d549\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\\u0010\ufffd\ufffds\ufffd#P\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,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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: \u0022d4f625473778b17687cec85702f465f3558a1aae\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd=\ufffd\ufffd,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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\ufffds\ufffd#P\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,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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,\ufffd\\u0010\ufffd\ufffds\ufffd#P\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\ufffds\ufffd#P\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":12404000,"ip":"45.148.10.141","ts":"2026-07-16 06:21:48.000000","proto":"tcp","src_port":25942,"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: 4.839451747871996, \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: \u00222f43f4415b9120a7ef525876fd956747\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\ufffdv\\u0010\ufffd\ufffd[h\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\ufffdh\ufffd\ufffd\ufffdv\\u0010\ufffd\ufffd[h\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\ufffdh\ufffd\ufffd\ufffdv\\u0010\ufffd\ufffd[h\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\ufffdh\ufffd\ufffd\ufffdv\\u0010\ufffd\ufffd[h\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\ufffdh\ufffd\ufffd\ufffdv\\u0010\ufffd\ufffd[h\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: \u00227b06c09f2422cdc6fd87dda85523a3ddb52331d2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdh\ufffd\ufffd\ufffdv\\u0010\ufffd\ufffd[h\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\ufffdh\ufffd\ufffd\ufffdv\\u0010\ufffd\ufffd[h\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|\ufffdh\ufffd\ufffd\ufffdv\ufffd\ufffd[h\ufffd\ufffd\ufffd 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\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\ufffdv\\u0010\ufffd\ufffd[h\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\ufffdh\ufffd\ufffd\ufffdv\\u0010\ufffd\ufffd[h\ufffd\ufffd\ufffd 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\u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1423},{"id":12403276,"ip":"45.148.10.141","ts":"2026-07-16 06:16:37.000000","proto":"tcp","src_port":7654,"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: 4.848451143559316, \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: \u002253d60a5e28af2e197aef58941706a80b\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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: \u0022866f89377d5f1b3dfa6ef8ef1fdeab612d70646a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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|2\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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\\u00142\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\ufffd\\u0004\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|2\ufffd\ufffd\ufffd\ufffd)\ufffd\ufffd\ufffd\ufffd\ufffdo\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":12374087,"ip":"45.148.10.141","ts":"2026-07-16 04:10:51.000000","proto":"tcp","src_port":42308,"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: 4.840336538349281, \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: \u0022daaf6b3eb3ee2b0b20119dd94cc3b1a8\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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: \u0022aa6fe8807b17f71266cd3697b25b7d2b6231a165\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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|M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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\\u0010M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\ufffd\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|M6\ufffd\ufffdsg\ufffd\ufffd\ufffd\ufffd;g\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":12370775,"ip":"45.148.10.141","ts":"2026-07-16 04:04:42.000000","proto":"tcp","src_port":34330,"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: 4.8440238236611535, \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: \u00228b6297fb28bec3e0aa48c5f633d7d72d\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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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: \u002228bcd3197ceb85729688307b104959da92d4fb7e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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?\\b\ufffd-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_\\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-@T\ufffd\ufffd\ufffdS\u064f\ufffdN3_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":12280948,"ip":"45.148.10.141","ts":"2026-07-15 21:52:56.000000","proto":"tcp","src_port":60646,"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: 4.830174250345319, \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: \u00227eadd8057d82201b6d23ff5837a9c434\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\ufffdm\\u0018\ufffdo\ufffdhs\\u0012\ufffd\ufffdk\\n@\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\ufffdm\\u0018\ufffdo\ufffdhs\\u0012\ufffd\ufffdk\\n@\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\ufffdm\\u0018\ufffdo\ufffdhs\\u0012\ufffd\ufffdk\\n@\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\ufffdm\\u0018\ufffdo\ufffdhs\\u0012\ufffd\ufffdk\\n@\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\ufffdm\\u0018\ufffdo\ufffdhs\\u0012\ufffd\ufffdk\\n@\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: 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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":12257956,"ip":"45.148.10.141","ts":"2026-07-15 21:05:55.000000","proto":"tcp","src_port":19144,"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: 4.855150154948075, \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: \u002227cb70012d3853fb28d357eda358e9d8\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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: \u00224892454f1c3610def741d1ee520953fd09482ebb\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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|\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\ufffd\ufffd\ufffd\ufffdU\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\\f\ufffd\ufffd\ufffd\ufffdU\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|\ufffdO\ufffd\ufffd\ufffd\ufffd[\ufffd\ufffd\ufffd\ufffd\ufffdU\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":12247985,"ip":"45.148.10.141","ts":"2026-07-15 20:39:48.000000","proto":"tcp","src_port":18562,"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: 4.847870739020087, \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: \u0022e93fabbc282b41b5c67950be11399632\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\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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: \u00223e1e70c98a99b523c301c30323d1d8f285710690\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\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\ufffd\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\ufffd\ufffd\\u000f\ufffd\\u0011\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\ufffd=\ufffd\ufffde\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":12243192,"ip":"45.148.10.141","ts":"2026-07-15 20:18:54.000000","proto":"tcp","src_port":14142,"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: 4.851676706700063, \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: \u00229fb3b14084e3db6b2171ead9d6d34b08\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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: \u00227df06dafd1a48b70dcd4c88e5076d045c8dfa597\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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\ufffd4\ufffd\ufffd\ufffd\u003E\ufffd\ufffd\ufffd[\ufffdA\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":12235013,"ip":"45.148.10.141","ts":"2026-07-15 20:03:08.000000","proto":"tcp","src_port":14812,"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: 4.840262213564734, \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: \u0022a530218cc1465a82c8b0c612f6c58f62\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\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\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\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\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\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022, \u0022T1595\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00224421ba323ddf567f50aa27aebc9b48de05e74dbf\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\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\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-PUTTY\\r\\n|\ufffdAe\ufffdF2Bd\\\\X\ufffdZ$Y\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\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\ufffd\\u0000\\u0000\\u0001hcurve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ec\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffdAe\ufffdF2Bd\\\\X\ufffdZ\\f$Y\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: 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{\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: 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19:10:39.000000","proto":"tcp","src_port":51354,"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: 4.8330118031336395, \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: \u0022ce8370021472d5877e2a54112b842ca0\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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: \u002231ede2f91daa27755634e82a54d6ebd43ee18b40\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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|3\ufffdr\ufffd\ufffd\ufffdZa\ufffdEv!\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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\\u00113\ufffdr\ufffd\ufffd\\u001e\ufffdZa\ufffdEv!\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|3\ufffdr\ufffd\ufffd\ufffdZa\ufffdEv!\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":12214023,"ip":"45.148.10.141","ts":"2026-07-15 19:04:31.000000","proto":"tcp","src_port":65230,"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: 4.84796407705652, \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: \u0022b37a8cb1160eade0c740ab8a8bc5876e\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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: \u00222c4dd365e55c7ad39f3c1b9f617a85c852fe48fc\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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|Id\ufffd\ufffd\ufffd\ufffd\u0026\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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\\u0014Id\\u0006\ufffd\\u0007\ufffd\ufffd\ufffd\u0026\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|Id\ufffd\ufffd\ufffd\ufffd\u0026\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":12198996,"ip":"45.148.10.141","ts":"2026-07-15 11:49:12.000000","proto":"tcp","src_port":23908,"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: 4.855876927819724, \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: \u0022c640e0e28b71dfc05a7776c41616365a\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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: \u0022a60dba5e46669f4ed832f8a5a264cfcc462ac3c5\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014\ufffd=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\\f\\u0003\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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=7\ufffd\ufffd\ufffdNE\ufffd:\ufffd\u01ed\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":12198618,"ip":"45.148.10.141","ts":"2026-07-15 11:38:52.000000","proto":"tcp","src_port":34886,"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: 4.84406642391876, \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: \u00225ffc2e00f4e95bcb0c4b0d192f0df29a\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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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: \u00223216153bca05e413ca00906624a7de017b6957f2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-PUTTY\\r\\n\\u0000\\u0000\\u0005|\\u0005\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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: 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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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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\\u0014B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\\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|B\ufffd\ufffd\ufffd*\ufffdLxk\u0026\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, 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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}],"total_events":88}