{"ip":"54.67.62.35","exported_at":"2026-10-15T08:49:38+00:00","period_days":1,"metrics":{"events7d":8,"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","IP signal\u00e9e (IPsum, 3 listes ou plus)"],"recommended_action":"investigate","confidence":1,"risk_breakdown":{"waf":8,"classification":50,"behavior":0,"geo":40,"protocol":36,"novelty":25},"mitre_tactics":["TA0007","TA0001"],"mitre_technique":"T1046","top_mitre_technique":"T1046","top_mitre_count":8,"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":40,"protocol":36,"novelty":25,"risk_score":50},"persona_hostname":"mail.sensor-1.internal","correlation_flags":["rafale_auth"],"correlation_flags_labels_fr":["Rafale auth"],"confidence_pct":100,"confidence_hint_fr":null,"sensor_role_label_fr":"Renseignement menaces","tags_summary_labels_fr":["Client SSH libssh\/paramiko (scanner)","pat-0388","pat-0391","Upstream"],"tags_summary":["INT-ssh-libssh-ua","pat-0388","pat-0391","INT-upstream"],"attack_vector":"Sonde SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)","protocol_details":{"ssh_banner":"SSH-2.0-paramiko_3.4.1\r\n\u0000\u0000\u0003D\u0007\u00142\ufffd\ufffd\u001a\u0006\ufffd\f\ufffdD\ufffd\u000f\ufffd\ufffd#\ufffd\u0000\u0000\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n","payload_preview":"SSH-2.0-paramiko_3.4.1\r\n\u0000\u0000\u0003D\u0007\u00142\ufffd\ufffd\u001a\u0006\ufffd\f\ufffdD\ufffd\u000f\ufffd\ufffd#\ufffd\u0000\u0000\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n","port":22,"service":"ssh","service_label_fr":"SSH"},"protocol_summary_fr":"SSH: SSH-2.0-paramiko_3.4.1\r\n\u0000\u0000\u0003D\u0007\u00142\ufffd\ufffd\u001a\u0006\ufffd\f\ufffdD\ufffd\u000f\ufffd\ufffd#\ufffd\u0000\u0000\u00018curve25519-sha256@libssh.org,e\u2026 \u00b7 Payload SSH-2.0-paramiko_3.4.1\r\n\u0000\u0000\u0003D\u0007\u00142\ufffd\ufffd\u001a\u0006\ufffd\f\ufffdD\ufffd\u000f\ufffd\ufffd#\ufffd\u0000\u0000\u00018curve25519-sha\u2026 \u00b7 SSH:22","evidence_snippet":"SSH-2.0-paramiko_3.4.1\r\nD2\ufffd\ufffd\ufffd\ufffdD\ufffd\ufffd\ufffd#\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n","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-paramiko_3.4.1\r\nD2\ufffd\ufffd\ufffd\ufffdD\ufffd\ufffd\ufffd#\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n","open_intel":{"source":"Emerging Threats open","status":"ok","matched":false,"label_fr":null,"detail_fr":null},"open_intel_ipsum":{"source":"IPsum","status":"ok","matched":true,"label_fr":"IP signal\u00e9e (IPsum, 3 listes ou plus)","detail_fr":null},"open_intel_cins":{"source":"CINS Army","status":"ok","matched":false,"label_fr":null,"detail_fr":null}},"dnsbl":{"query":"35.62.67.54.dnsbl.blacklistip.com","listed":true,"available":true,"response":"127.0.0.3","meaning":"Sonde ou scan","label":"Sonde SSH"},"events":[{"id":1892286,"ip":"54.67.62.35","ts":"2026-10-15 01:59:25.000000","proto":"tcp","src_port":40016,"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: 864, \u0022payload_entropy\u0022: 4.86322513719966, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00229b0a75118148f688bb9dd6531f585e7c\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: \u00226fe2984ddb279b41992b5db04403fdf4e5551417\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\nD2\ufffd\ufffd\ufffd\ufffdD\ufffd\ufffd\ufffd#\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u00142\ufffd\ufffd\\u001a\\u0006\ufffd\\f\ufffdD\ufffd\\u000f\ufffd\ufffd#\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\nD2\ufffd\ufffd\ufffd\ufffdD\ufffd\ufffd\ufffd#\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true, \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 11, \u0022ssh_auth_burst_rate\u0022: 1.37}","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_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":864},{"id":1892279,"ip":"54.67.62.35","ts":"2026-10-15 01:59:23.000000","proto":"tcp","src_port":40006,"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: 864, \u0022payload_entropy\u0022: 4.859198563886349, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022f8609b350e16d12c060f0ca2e67a8ce9\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: \u00228f559e4d3cab8fdca1336912f726a19d93b1dc41\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\nD\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003D\\u0007\\u0014\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\nD\ufffd\ufffd\u04dc\ufffdx\ufffd\ufffd\ufffdFT\ufffd\ufffd\ufffd1\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true, \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 9, \u0022ssh_auth_burst_rate\u0022: 1.5, \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 72}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":864},{"id":1892272,"ip":"54.67.62.35","ts":"2026-10-15 01:59:22.000000","proto":"tcp","src_port":39990,"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: 872, \u0022payload_entropy\u0022: 4.865077978122849, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022cf99a5926131044aea127ec8e1be9bc67108bd7d\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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022938fd2c7e61ce977b85211ed2e85e754\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: \u002281e0229e2cff9e9c6a7838cf52320af8fe0c24fe\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\nL=U\ufffd\ufffd\ufffd\ufffd\ufffdO\ufffd\ufffd\ufffd\ufffd\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014=U\ufffd\ufffd\ufffd\\u0007\ufffd\ufffdO\ufffd\\u000b\ufffd\ufffd\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\nL=U\ufffd\ufffd\ufffd\ufffd\ufffdO\ufffd\ufffd\ufffd\ufffd\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true, \u0022ssh_auth_burst\u0022: true, \u0022ssh_auth_burst_count\u0022: 7, \u0022ssh_auth_burst_rate\u0022: 1.4, \u0022behavior_alert_count\u0022: 2, \u0022behavior_priority\u0022: 96}","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_bruteforce_burst\u0022, \u0022net_ssh_probe\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":872},{"id":1892265,"ip":"54.67.62.35","ts":"2026-10-15 01:59:21.000000","proto":"tcp","src_port":39976,"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: 872, \u0022payload_entropy\u0022: 4.858045967688636, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00223386f244393ac715ae904f9f57bbfb33\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: \u00228e546121b56f156c29afe760e834bc4da646a08c\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\nLq\ufffd\ufffd\u0220S\ufffd\ufffdRT\ufffd \ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0005\\u0014q\ufffd\ufffd\\u0002\u0220S\ufffd\ufffdRT\\u0011\ufffd\\u0016 \ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\nLq\ufffd\ufffd\u0220S\ufffd\ufffdRT\ufffd \ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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], \u0022asn_dc_heuristic\u0022: true}","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":872},{"id":1892258,"ip":"54.67.62.35","ts":"2026-10-15 01:59:20.000000","proto":"tcp","src_port":39972,"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: 888, \u0022payload_entropy\u0022: 4.848413230101218, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022bcddc2ac0a146862d3abb655f7714e3b\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: \u0022ac28279ca14b315bbed7f1057b27ce33ccd5e98a\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\\\\ufffd\ufffd\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffd\ufffd\\u0017\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\n\\\\\ufffd\ufffd\ufffdk\u0026\ufffd(h\ufffd\ufffd;\ufffd\ufffda\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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], \u0022asn_dc_heuristic\u0022: true}","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":888},{"id":1892251,"ip":"54.67.62.35","ts":"2026-10-15 01:59:19.000000","proto":"tcp","src_port":39958,"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: 888, \u0022payload_entropy\u0022: 4.882709319636676, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00223df734c7bedd180504352d74e695e218\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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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\u0022SSH-2.0-paramiko_3.4.1\\r\\n\\\\\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\n\\\\\ufffdj\\n\u05ac\ufffd\ufffd\ufffd\ufffd\ufffd}\ufffd#!\ufffd?8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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], \u0022asn_dc_heuristic\u0022: true}","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":888},{"id":1892248,"ip":"54.67.62.35","ts":"2026-10-15 01:59:18.000000","proto":"tcp","src_port":39954,"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: 888, \u0022payload_entropy\u0022: 4.851619852044981, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222043cba41a623d5dbebfeca09a93ed8c\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: \u00227fc930c5b9b57c40d1552850987f8808084459f9\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\\\`9g\ufffd\ufffd\ufffdm\ufffd\\tO\ufffdY\ufffd\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003\\\\\\u0007\\u0014`9g\ufffd\ufffd\ufffdm\ufffd\\tO\\b\ufffdY\ufffd\ufffd\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\n\\\\`9g\ufffd\ufffd\ufffdm\ufffd\\tO\ufffdY\ufffd\ufffd8curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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], \u0022asn_dc_heuristic\u0022: true}","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":888},{"id":1892241,"ip":"54.67.62.35","ts":"2026-10-15 01:59:17.000000","proto":"tcp","src_port":39944,"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: 872, \u0022payload_entropy\u0022: 4.859484429724306, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 16509, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Paramiko Python SSH\u0022, \u0022SSH-2.0 banner RFC4253\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0388\u0022, \u0022pat-0391\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \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: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 16509, \u0022org\u0022: \u0022Amazon.com, Inc.\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022db22853581799393f7e5de31b8713074\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0007\\u0014\ufffd\\u001a\\bJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd5\\u000b\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022request_sample\u0022: 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\u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0007\\u0014\ufffd\\u001a\\bJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd5\\u000b\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-nistp521,diffie-hellman-group16-sha512,diffie-hellman-group-exchange-sha256,diffie-hellman-group14-sha256,diffie-hellman-group-ex\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0007\\u0014\ufffd\\u001a\\bJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd5\\u000b\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: \u002239b1111181fde344c84290d5d3b7c15250b0476c\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0007\\u0014\ufffd\\u001a\\bJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd5\\u000b\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0007\\u0014\ufffd\\u001a\\bJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd5\\u000b\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\nL\ufffdJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd58curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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: 40.0, \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-0388\u0022, \u0022pat-0391\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0388\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-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0007\\u0014\ufffd\\u001a\\bJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd5\\u000b\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-paramiko_3.4.1\\r\\n\\u0000\\u0000\\u0003L\\u0007\\u0014\ufffd\\u001a\\bJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd5\\u000b\\u0000\\u0000\\u00018curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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-paramiko_3.4.1\\r\\nL\ufffdJ\ufffdT\u01ff\ufffd\ufffd\ufffd+w\ufffd58curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-nistp384,ecdh-sha2-n\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], \u0022asn_dc_heuristic\u0022: true}","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":872}],"total_events":8}