{"ip":"93.152.221.37","exported_at":"2026-10-24T16:32:57+00:00","period_days":30,"metrics":{"events7d":161,"distinct_ports":144,"distinct_classifications":6,"max_severity":6,"last_sensor_id":"paris-1","max_waf_score":3,"max_risk_score":50,"attack_stage":"recon","attack_chain_stage":"reconnaissance","threat_family":["scanner","IP compromise (Emerging Threats open)","IP signal\u00e9e (IPsum, 3 listes ou plus)"],"recommended_action":"monitor","confidence":1,"risk_breakdown":{"waf":8,"classification":64,"behavior":0,"geo":0,"protocol":36,"novelty":0},"mitre_tactics":["TA0043"],"mitre_technique":"T1046","top_mitre_technique":"T1046","top_mitre_count":369,"executive_one_liner_fr":"Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (6 protocoles \u00b7 5 min)","campaign_hint_fr":"Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte","confidence_breakdown":{"waf":8,"classification":64,"behavior":0,"geo":0,"protocol":36,"novelty":0,"risk_score":42,"correlation_boost":18},"persona_hostname":"mail.sensor-1.internal","correlation_flags":["scan_rapide","campagne_ports","multi_protocol_correlation"],"correlation_flags_labels_fr":["Scan rapide multi-ports","Campagne multi-ports","Multi-protocole corr\u00e9l\u00e9 (5 min)"],"confidence_pct":100,"confidence_hint_fr":"Corr\u00e9lation +18","sensor_role_label_fr":"Renseignement menaces","tags_summary_labels_fr":["MITRE-T1046","SIGMA-net-port-scan","Beh Scan Burst","Beh Multi Port 60S"],"tags_summary":["MITRE-T1046","SIGMA-net-port-scan","INT-beh-scan-burst","INT-beh-multi-port-60s"],"attack_vector":"port scan syn \u00b7 via SSH:703 \u00b7 (reconnaissance)","protocol_details":{"ssh_banner":"SSH-2.0-libssh_0.12.0","payload_preview":"SSH-2.0-libssh_0.12.0","port":703,"service":"ssh","service_label_fr":"SSH"},"protocol_summary_fr":"SSH: SSH-2.0-libssh_0.12.0 \u00b7 Payload SSH-2.0-libssh_0.12.0 \u00b7 SSH:703","evidence_snippet":"SSH-2.0-libssh_0.12.0","target_port_label":"703 \u00b7 SSH","emulator_service":"ssh","confidence_reason":"Confiance 100 % \u2014 4 signal(aux) capteur","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 \u00b7 Bonus corr\u00e9lation +18","payload_preview":"SSH-2.0-libssh_0.12.0","open_intel":{"source":"Emerging Threats open","status":"ok","matched":true,"label_fr":"IP compromise (Emerging Threats open)","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":"37.221.152.93.dnsbl.blacklistip.com","listed":false,"available":false,"response":null,"meaning":null,"label":null},"events":[{"id":7695306,"ip":"93.152.221.37","ts":"2026-10-24 13:53:00.000000","proto":"tcp","src_port":27240,"dst_port":703,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 703, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022ad46f688fe3fc3eb9b712affac52b3836ff6cf84\u0022, \u0022event_fingerprint\u0022: \u0022b05ddb780a6bf17bfc9b1116ba43a8d1c3932908\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 703, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022b545f58e3c43ff5cc657f5e8bc952e72e80e7f76\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 703, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:703 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022703 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (6 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 703, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +18\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 703, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:703 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u0022703 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +18\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u0022703\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 10, \u0022port_scan_ports_sample\u0022: [703, 747, 1022, 4444, 8822, 9834, 9894, 24445, 26081, 30007], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 3, \u0022scan_velocity_ports_per_s\u0022: 0.61, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 6, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022i2p\u0022, \u0022scm-actuator-probe\u0022, \u0022ssh\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 18, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7695304,"ip":"93.152.221.37","ts":"2026-10-24 13:53:00.000000","proto":"tcp","src_port":25530,"dst_port":1022,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 1022, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 6.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022030d0ab29288194dd60247295afe3f40ced27945\u0022, \u0022event_fingerprint\u0022: \u0022adc0f81673db2c95af07d7b3065b4fd755f626ea\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 1022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00222f564f978c1440839f3dbe21d2294cf10e685439\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1022 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00221022 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (6 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 1022, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1022 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00221022 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u00221022\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 9, \u0022port_scan_ports_sample\u0022: [747, 1022, 4444, 8822, 9834, 9894, 24445, 26081, 30007], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 6, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022i2p\u0022, \u0022scm-actuator-probe\u0022, \u0022ssh\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7695271,"ip":"93.152.221.37","ts":"2026-10-24 13:52:55.000000","proto":"tcp","src_port":54306,"dst_port":4444,"service":"i2p","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u002200000010000000000000000000000000\u0022, \u0022emulator_response_len\u0022: 16, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022i2p\u0022, \u0022app_proto\u0022: \u0022i2p\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 4444, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 10.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002232aa97bf52a96a790d3bb42fd47b988c213f3492\u0022, \u0022event_fingerprint\u0022: \u002292166c40d4dde00a5fecb5096a249a07120ccdc6\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022i2p\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 4444, \u0022service\u0022: \u0022i2p\u0022, \u0022service_name\u0022: \u0022i2p\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00228ded75d2933d5a3a8a3d5a0fb65de22cc8593ecf\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 4444, \u0022service\u0022: \u0022i2p\u0022, \u0022service_label_fr\u0022: \u0022I2P\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via I2P:4444 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00224444 \u00b7 I2P\u0022, \u0022emulator_service\u0022: \u0022i2p\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 5 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via I2P \u2014 multi-protocole (6 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022i2p\u0022, \u0022service_label_fr\u0022: \u0022I2P\u0022, \u0022dst_port\u0022: 4444, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-i2p\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 4444, \u0022service\u0022: \u0022i2p\u0022, 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\u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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 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\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7695135,"ip":"93.152.221.37","ts":"2026-10-24 13:52:32.000000","proto":"tcp","src_port":42670,"dst_port":30007,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 30007, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 6.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 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SSH \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 30007, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: 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\u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7695046,"ip":"93.152.221.37","ts":"2026-10-24 13:52:18.000000","proto":"tcp","src_port":35272,"dst_port":24445,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 24445, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00223a2affd6ab0fdbf81d2c75df3cf5289ac2b38e88\u0022, \u0022event_fingerprint\u0022: \u002204a46ecbdf59bc1ff689540c6dbedd09a197e474\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 24445, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 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{\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u002224445\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, 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\u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7695018,"ip":"93.152.221.37","ts":"2026-10-24 13:52:13.000000","proto":"tcp","src_port":16494,"dst_port":747,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 747, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, 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\u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 747, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022b2acd6affaedfea9c839c4fd12a912858f766844\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 747, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:747 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022747 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (6 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 747, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 747, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:747 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u0022747 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u0022747\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 7, \u0022port_scan_ports_sample\u0022: [747, 2208, 8822, 9834, 15543, 26081, 26173], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 6, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694966,"ip":"93.152.221.37","ts":"2026-10-24 13:52:04.000000","proto":"tcp","src_port":36342,"dst_port":9834,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 9834, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002282c8c3139a4229325dae975c78f0e06cdfb757d5\u0022, \u0022event_fingerprint\u0022: \u002227978bccb9b2e7a3a8db33e85e5ce9ba65c3dc63\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9834, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002254c749de882b90ce26e253b7cb0fec15adcf949f\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9834, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:9834 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229834 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 9834, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +18\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9834, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:9834 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00229834 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +18\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u00229834\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 7, \u0022port_scan_ports_sample\u0022: [2208, 6347, 8822, 9834, 15543, 26081, 26173], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 3, \u0022scan_velocity_ports_per_s\u0022: 2.07, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 18, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694958,"ip":"93.152.221.37","ts":"2026-10-24 13:52:03.000000","proto":"tcp","src_port":29466,"dst_port":26081,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 26081, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002248f12e85981540630c78178d40b12d3a4288ead7\u0022, \u0022event_fingerprint\u0022: \u00221db82221425ce6c16ca06b802c4325b3550c6979\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 26081, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: 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\u0022target_port_label\u0022: \u002226081 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 26081, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, 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\u002226081\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 6, \u0022port_scan_ports_sample\u0022: [2208, 6347, 8822, 15543, 26081, 26173], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694952,"ip":"93.152.221.37","ts":"2026-10-24 13:52:02.000000","proto":"tcp","src_port":30768,"dst_port":8822,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 8822, \u0022risk_waf\u0022: 8.0, 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\u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8822, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: 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\u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 8822, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:8822 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00228822 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u00228822\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 5, \u0022port_scan_ports_sample\u0022: [2208, 6347, 8822, 15543, 26173], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694835,"ip":"93.152.221.37","ts":"2026-10-24 13:51:43.000000","proto":"tcp","src_port":18954,"dst_port":15543,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 15543, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b4b8f432245e97d91838666879bd32251c5a8cb9\u0022, \u0022event_fingerprint\u0022: \u0022fa8c661a0864e8ffdd06f2a97860276d7c5d6c29\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 15543, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ab90a1c136692a8f7d57ee450aaa285c2443d793\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 15543, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:15543 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002215543 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 15543, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 15543, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, 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\u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694728,"ip":"93.152.221.37","ts":"2026-10-24 13:51:26.000000","proto":"tcp","src_port":41428,"dst_port":26173,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 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\u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, 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[\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 26173, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:26173 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002226173 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: 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\u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694672,"ip":"93.152.221.37","ts":"2026-10-24 13:51:16.000000","proto":"tcp","src_port":64786,"dst_port":2208,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 2208, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, 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\u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: 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{\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u00222208\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 7, \u0022port_scan_ports_sample\u0022: [2208, 2345, 6347, 9411, 13384, 26372, 28133], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694627,"ip":"93.152.221.37","ts":"2026-10-24 13:51:08.000000","proto":"tcp","src_port":18964,"dst_port":6347,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 6347, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022acf1c1f77e074c36b968f55c4b81f79132b47e7c\u0022, \u0022event_fingerprint\u0022: \u002233c19fa641a2d2342dc8a13491aecba6a56c4436\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6347, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00226782cb6d57ee23e6727ff755fb865f83e1e14a91\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 6347, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:6347 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00226347 \u00b7 SSH\u0022, 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\u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 6347, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: 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{\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u00226347\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, 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\u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694582,"ip":"93.152.221.37","ts":"2026-10-24 13:51:01.000000","proto":"tcp","src_port":59800,"dst_port":2345,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 2345, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00221a22e2002aaa53ba02b39719195132fe34845d2a\u0022, \u0022event_fingerprint\u0022: \u00225af22197734c61450fa4093aeef2638a2ff03c44\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2345, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00228bcf8544e3353e5045ef73374c498f80075aaaff\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2345, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2345 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00222345 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 2345, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2345, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2345 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00222345 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u00222345\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 8, \u0022port_scan_ports_sample\u0022: [22, 2022, 2345, 9017, 9411, 13384, 26372, 28133], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694465,"ip":"93.152.221.37","ts":"2026-10-24 13:50:42.000000","proto":"tcp","src_port":52632,"dst_port":26372,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 26372, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b20f6c46b8d2feaab21a0f4a56a701ef55a66405\u0022, \u0022event_fingerprint\u0022: \u00223763dab9aaf19711684798516b59ef4ee22caff2\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 26372, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022f2c5a8e57a947411c58db9039b2534893410e559\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 26372, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:26372 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002226372 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 26372, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 26372, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:26372 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002226372 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u002226372\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 10, \u0022port_scan_ports_sample\u0022: [22, 222, 2022, 9017, 9411, 10022, 13384, 22149, 26372, 28133], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694389,"ip":"93.152.221.37","ts":"2026-10-24 13:50:29.000000","proto":"tcp","src_port":59834,"dst_port":28133,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 28133, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022faeeaa6bc4b8f5b0f16495f6210ffa3296fdf6a6\u0022, \u0022event_fingerprint\u0022: \u0022c2bf73c4f2229b889d5ad5f2b80dc0d51318f9ed\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 28133, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], 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{\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (8 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 28133, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 28133, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:28133 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002228133 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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, 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2200, 8022, 9017, 9411, 10022, 13384, 15930, 22149, 28133], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 8, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022http-alt-8082\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694380,"ip":"93.152.221.37","ts":"2026-10-24 13:50:28.000000","proto":"tcp","src_port":17100,"dst_port":9411,"service":"zipkin","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b\u0022, \u0022emulator_response_len\u0022: 82, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022zipkin\u0022, \u0022app_proto\u0022: \u0022zipkin\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 9411, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 10.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00223124ad6c8b61dc327e50cef042900e6c09762222\u0022, \u0022event_fingerprint\u0022: \u002291763f7da5954be7f43e43ea144836af4a3d283a\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022zipkin\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9411, \u0022service\u0022: \u0022zipkin\u0022, \u0022service_name\u0022: \u0022zipkin\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00223faca1dbbd6425bf70842e5558a7df977cbda194\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9411, \u0022service\u0022: \u0022zipkin\u0022, \u0022service_label_fr\u0022: \u0022ZIPKIN\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via ZIPKIN:9411 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229411 \u00b7 ZIPKIN\u0022, \u0022emulator_service\u0022: \u0022zipkin\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 5 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via ZIPKIN \u2014 multi-protocole (8 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022zipkin\u0022, \u0022service_label_fr\u0022: \u0022ZIPKIN\u0022, \u0022dst_port\u0022: 9411, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-zipkin\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9411, \u0022service\u0022: \u0022zipkin\u0022, \u0022service_label_fr\u0022: \u0022ZIPKIN\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via ZIPKIN:9411 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00229411 \u00b7 ZIPKIN\u0022, \u0022emulator_service\u0022: \u0022zipkin\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u0022zipkin\u0022, \u0022service_banner\u0022: \u0022honeypot-zipkin\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229411\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 11, \u0022port_scan_ports_sample\u0022: [22, 222, 2022, 2200, 8022, 9017, 9411, 10022, 13384, 15930, 22149], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 8, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022http-alt-8082\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022, \u0022zipkin\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022, \u0022zipkin_emulated\u0022, \u0022zipkin_payload\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022, \u0022zipkin_emulated\u0022, \u0022zipkin_payload\u0022]","anomalies":"[]","severity":5,"bytes_in":23},{"id":7694320,"ip":"93.152.221.37","ts":"2026-10-24 13:50:19.000000","proto":"tcp","src_port":62782,"dst_port":13384,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 13384, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022ff6f94fa2118905d917165f94608c955faa4206f\u0022, \u0022event_fingerprint\u0022: \u00227badec99536354860e75605f91a3662ca1ff389c\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 13384, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a75fbda8c31700c3a85048e6a67055f1d042bd16\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 13384, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:13384 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002213384 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 13384, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 13384, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:13384 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002213384 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u002213384\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 11, \u0022port_scan_ports_sample\u0022: [22, 222, 2022, 2200, 6716, 8022, 9017, 10022, 13384, 15930, 22149], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022http-alt-8082\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694301,"ip":"93.152.221.37","ts":"2026-10-24 13:50:15.000000","proto":"tcp","src_port":20314,"dst_port":22,"service":"ssh","classification":"port_scan_syn","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: 1287, \u0022payload_entropy\u0022: 4.89657618825159, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022e1b88fe682b589901fdc09939d53da36c2afe23c\u0022, \u0022event_fingerprint\u0022: \u0022ac4d49c6876230afdacab420244e9c75014c1bfd\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022375eed3daf975cb5d6ec25e8c767383c\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup761x25519-sha512,sntrup761x25519-sha512@openssh.com,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-ni\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup761x25519-sha512,sntrup761x25519-sha512@openssh.com,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-ni\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ab1c45f964a1cbdbfa56110ee26a277bef814e14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 6 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \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: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014\ufffd\ufffd\ufffd\\u0017\\u0006\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd\ufffd~\u0364\ufffd\u003C\ufffd\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 6 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 11, \u0022port_scan_ports_sample\u0022: [22, 222, 2022, 2200, 6716, 8022, 9017, 10022, 12422, 15930, 22149], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022http-alt-8082\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1287},{"id":7694230,"ip":"93.152.221.37","ts":"2026-10-24 13:50:04.000000","proto":"tcp","src_port":48612,"dst_port":2022,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 2022, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00223b1643f26a46e702387a247c25f9161e7f23c758\u0022, \u0022event_fingerprint\u0022: \u00227f67afc2727b8437af6eebbe26ccff4b50d19429\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022773cc2741f4ac1689b68c5001406f17868556e6e\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2022 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00222022 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (8 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 2022, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +18\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2022 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00222022 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +18\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u00222022\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 11, \u0022port_scan_ports_sample\u0022: [222, 2022, 2200, 3735, 6716, 8022, 9017, 10022, 12422, 15930, 22149], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 3, \u0022scan_velocity_ports_per_s\u0022: 0.97, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 8, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022http-alt-8082\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 18, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694225,"ip":"93.152.221.37","ts":"2026-10-24 13:50:03.000000","proto":"tcp","src_port":26306,"dst_port":9017,"service":"scm-actuator-probe","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u002232323020686f6e6579706f742073636d5f6163747561746f725f70726f626520726561647920706f72743d393031370d0a\u0022, \u0022emulator_response_len\u0022: 49, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022scm-actuator-probe\u0022, \u0022app_proto\u0022: \u0022scm-actuator-probe\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 9017, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022a80bb90cc40394bfe03507798a8b9670c1c5f33e\u0022, \u0022event_fingerprint\u0022: \u0022a15d2f7b6b9eb230e48fc033c3b9176019903180\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022scm-actuator-probe\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9017, \u0022service\u0022: \u0022scm-actuator-probe\u0022, \u0022service_name\u0022: \u0022scm-actuator-probe\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229ce725179571bc384b876ebc1e12b9b1a50b6b31\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9017, \u0022service\u0022: \u0022scm-actuator-probe\u0022, \u0022service_label_fr\u0022: \u0022Fuite SCM \/ Actuator\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via Fuite SCM \/ Actuator:9017 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229017 \u00b7 Fuite SCM \/ Actuator\u0022, \u0022emulator_service\u0022: \u0022scm-actuator-probe\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via Fuite SCM \/ Actuator \u2014 multi-protocole (8 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022scm-actuator-probe\u0022, \u0022service_label_fr\u0022: \u0022Fuite SCM \/ Actuator\u0022, \u0022dst_port\u0022: 9017, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-scm-actuator-probe\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9017, \u0022service\u0022: \u0022scm-actuator-probe\u0022, \u0022service_label_fr\u0022: \u0022Fuite SCM \/ Actuator\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via Fuite SCM \/ Actuator:9017 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00229017 \u00b7 Fuite SCM \/ Actuator\u0022, \u0022emulator_service\u0022: \u0022scm-actuator-probe\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u0022scm_actuator_probe\u0022, \u0022service_banner\u0022: \u0022honeypot-scm-actuator-probe\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229017\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 10, \u0022port_scan_ports_sample\u0022: [222, 2200, 3735, 6716, 8022, 9017, 10022, 12422, 15930, 22149], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 8, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022http-alt-8082\u0022, \u0022scm-actuator-probe\u0022, \u0022socks5\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_slow\u0022, \u0022scm_actuator_emulated\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_port_scan_slow\u0022, \u0022scm_actuator_emulated\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":5,"bytes_in":23},{"id":7694214,"ip":"93.152.221.37","ts":"2026-10-24 13:50:01.000000","proto":"tcp","src_port":22672,"dst_port":222,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 222, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022ce103d8c128cacd352c2ee95e3fed7e5595e45a9\u0022, \u0022event_fingerprint\u0022: \u0022d2cba78a6f8cf8223d28f6d7d2495f774ccbdcc2\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 222, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022247df0a386bc817e05a36d66b2866cb9cbf44f44\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: 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\u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 222, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 222, 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\u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694187,"ip":"93.152.221.37","ts":"2026-10-24 13:49:57.000000","proto":"tcp","src_port":32104,"dst_port":22149,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 22149, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b2c337fb55f5668ee539db8a0ee9de0b7a7ec161\u0022, \u0022event_fingerprint\u0022: \u0022e16f603e8a2306ce30beba21d5a49786e51e1240\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22149, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00228529a0c735228f0247c75d8ac2a5bb0fd70fb398\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 22149, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22149 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002222149 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22149, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 22149, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22149 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002222149 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u002222149\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 10, \u0022port_scan_ports_sample\u0022: [2200, 2501, 3735, 4145, 6716, 8022, 10022, 12422, 15930, 22149], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022http-alt-8082\u0022, \u0022socks5\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022ssh-alt2\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":7694179,"ip":"93.152.221.37","ts":"2026-10-24 13:49:55.000000","proto":"tcp","src_port":52264,"dst_port":10022,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197170, \u0022country\u0022: \u0022DE\u0022, \u0022dst_port\u0022: 10022, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00222a6eebcc9b84100c48b2b3c99ceaa2ff8308813a\u0022, \u0022event_fingerprint\u0022: \u00228f3a2a0243abfed4540acba7ea0bc05ece9b8b31\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: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022DE\u0022, \u0022asn\u0022: 197170, \u0022org\u0022: \u0022TechTies Inc.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: 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\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 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (7 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 10022, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\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: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: 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fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \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: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\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: \u002210022\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 9, \u0022port_scan_ports_sample\u0022: [2200, 2501, 3735, 4145, 6716, 8022, 10022, 12422, 15930], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: 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