{"ip":"14.224.202.234","exported_at":"2026-07-21T20:22:47+00:00","period_days":1,"metrics":{"events7d":70,"distinct_ports":70,"distinct_classifications":3,"max_severity":7,"last_sensor_id":"paris-1","max_waf_score":null,"max_risk_score":42,"attack_stage":"recon","attack_chain_stage":"reconnaissance","threat_family":["scanner"],"recommended_action":"monitor","confidence":1,"risk_breakdown":{"waf":8,"classification":64,"behavior":0,"geo":0,"protocol":8,"novelty":0},"mitre_tactics":["TA0043"],"mitre_technique":"T1046","top_mitre_technique":"T1046","top_mitre_count":68,"executive_one_liner_fr":"Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (68 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":8,"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 port 11111 \u00b7 (reconnaissance)","protocol_details":{"port":11111},"protocol_summary_fr":null,"evidence_snippet":null,"target_port_label":"11111","emulator_service":null,"confidence_reason":"Confiance 100 % \u2014 1 signal(aux) capteur","classification_reason":"Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%","classification_reason_label_fr":"Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%","confidence_factors_fr":"Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +18","payload_preview":null},"events":[{"id":13067039,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58003,"dst_port":9050,"service":"tor-socks","classification":"tor-socks","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u002232323020686f6e6579706f7420746f725f736f636b7320726561647920706f72743d393035300d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: 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{\u0022dst_port\u0022: 9050, \u0022service\u0022: \u0022tor-socks\u0022, \u0022service_name\u0022: \u0022tor-socks\u0022, \u0022risk_score\u0022: 0}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002271a458536be40b2569fc774502e52857b7c72d92\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9050, \u0022service\u0022: \u0022tor-socks\u0022, \u0022service_label_fr\u0022: \u0022TOR SOCKS\u0022}, \u0022attack_vector\u0022: \u0022tor-socks \u00b7 via TOR SOCKS:9050 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00229050 \u00b7 TOR SOCKS\u0022, \u0022emulator_service\u0022: \u0022tor-socks\u0022, 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\u0022risk_score\u0022: 0, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022tor-socks\u0022, \u0022service_label_fr\u0022: \u0022TOR SOCKS\u0022, \u0022dst_port\u0022: 9050, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-tor-socks\u0022, \u0022correlation_flags\u0022: [\u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\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 +8\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9050, \u0022service\u0022: \u0022tor-socks\u0022, \u0022service_label_fr\u0022: \u0022TOR SOCKS\u0022}, \u0022attack_vector\u0022: \u0022tor-socks \u00b7 via TOR SOCKS:9050 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229050 \u00b7 TOR SOCKS\u0022, \u0022emulator_service\u0022: \u0022tor-socks\u0022, \u0022confidence_reason\u0022: \u0022Confiance faible (0 %) \u2014 classification prudente\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, 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\u0022advisory_monitor\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":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067040,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57998,"dst_port":9040,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9040, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 0.0, \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: 0.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 0, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022871c60cd6a56d1fd1ed0d5ed81908d21075a6dd5\u0022, \u0022event_fingerprint\u0022: \u002252c040bf6b8976887ff6b9f8e010d9c8ca61c615\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 231, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: 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[\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002277f8a0201ef6bef95357ede5810c5521c00d6709\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9040}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9040 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229040\u0022, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) 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[\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\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\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide 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 +12\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9040}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9040 \u00b7 (reconnaissance)\u0022, 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\u0022advisory_monitor\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":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067042,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57936,"dst_port":8090,"service":"http-alt-8090","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, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: 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\u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 22.0, \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: \u0022http-alt-8090\u0022, \u0022service_label_fr\u0022: \u0022HTTP ALT 8090\u0022, \u0022dst_port\u0022: 8090, \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 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\u0022service_label_fr\u0022: \u0022HTTP ALT 8090\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTP ALT 8090:8090 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00228090 \u00b7 HTTP ALT 8090\u0022, \u0022emulator_service\u0022: \u0022http-alt-8090\u0022, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\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: \u0022http_alt_8090\u0022, \u0022service_banner\u0022: \u0022honeypot-http-alt-8090\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228090\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: [8090, 8123, 9040, 9050, 9222], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 5, \u0022scan_velocity_ports_per_s\u0022: 50.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8090\u0022, \u0022port:9040\u0022, \u0022port:9222\u0022, \u0022tor-socks\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}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067043,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58028,"dst_port":9150,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9150, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 0.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 0.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 0.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 0, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002248df45ddcd3edc07aeec16e40f9f7f57a739d934\u0022, \u0022event_fingerprint\u0022: \u0022032e470a3af194290ab6822a5f1672ad7f5d7376\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: 0.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9150, \u0022risk_score\u0022: 42}, \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: \u002236d686b079ee1e13120bbb894750e35e01459c93\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9150}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9150 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229150\u0022, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \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: 0.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9150, \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: \u0022honeypot\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: {\u0022port\u0022: 9150}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9150 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229150\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229150\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: [8090, 8123, 9040, 9050, 9150, 9222], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 6, \u0022scan_velocity_ports_per_s\u0022: 60.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 6, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8090\u0022, \u0022port:9040\u0022, \u0022port:9150\u0022, \u0022port:9222\u0022, \u0022tor-socks\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}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067044,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57987,"dst_port":9004,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9004, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 0.0, \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: 0.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 0, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00223d8fd18fac5cb4958bd9c64e4729b1f168baa061\u0022, \u0022event_fingerprint\u0022: \u0022c2c1f7198fbc49b029676eb2c0164c3ce13f215d\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: 0.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9004, \u0022risk_score\u0022: 42}, \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: \u0022ecb1bfc36230d805b11d2b806bfc51e62b9b509e\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9004}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9004 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229004\u0022, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \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: 0.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9004, \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: \u0022honeypot\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: {\u0022port\u0022: 9004}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9004 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229004\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229004\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: [8090, 8123, 9004, 9040, 9050, 9150, 9222], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 7, \u0022scan_velocity_ports_per_s\u0022: 70.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 7, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8090\u0022, \u0022port:9004\u0022, \u0022port:9040\u0022, \u0022port:9150\u0022, \u0022port:9222\u0022, \u0022tor-socks\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}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067045,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58119,"dst_port":10082,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10082, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 0.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 0.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 0, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002276ffcf32e8f193a1fb1f9bf528b9dbbd8fc48a6f\u0022, \u0022event_fingerprint\u0022: \u002273773a37febd7f59a41cf18e5d1a30ac37874edb\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: 0.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10082, \u0022risk_score\u0022: 42}, \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: \u0022a91941c9e7b2c07659aaa5eca60ba66febcea708\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10082}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10082 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210082\u0022, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \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: 0.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10082, \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: \u0022honeypot\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: {\u0022port\u0022: 10082}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10082 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210082\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210082\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: [8090, 8123, 9004, 9040, 9050, 9150, 9222, 10082], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 8, \u0022scan_velocity_ports_per_s\u0022: 80.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 8, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8090\u0022, \u0022port:10082\u0022, \u0022port:9004\u0022, \u0022port:9040\u0022, \u0022port:9150\u0022, \u0022port:9222\u0022, \u0022tor-socks\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}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067046,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58130,"dst_port":10085,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10085, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 0.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 0.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 0, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022ef421570ac4b36700d166d90a170d7d2ef033346\u0022, \u0022event_fingerprint\u0022: \u00222dc3aa5f69cd61669447f61c9a42141ab334edf2\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: 0.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10085, \u0022risk_score\u0022: 42}, \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: \u0022ef86b6d5a74804093d262695fc906521c4fc0d0c\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10085}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10085 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210085\u0022, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (9 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: 0.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10085, \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: \u0022honeypot\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: {\u0022port\u0022: 10085}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10085 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210085\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210085\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: [8090, 8123, 9004, 9040, 9050, 9150, 9222, 10082, 10085], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 9, \u0022scan_velocity_ports_per_s\u0022: 90.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 9, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8090\u0022, \u0022port:10082\u0022, \u0022port:10085\u0022, \u0022port:9004\u0022, \u0022port:9040\u0022, \u0022port:9150\u0022, \u0022port:9222\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}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067047,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57933,"dst_port":8088,"service":"http-alt-8088","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, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: \u0022http-alt-8088\u0022, \u0022app_proto\u0022: \u0022http-alt-8088\u0022, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 8088, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 22.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 22.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 0, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be18fd5396c091ebd409f5cfdf732d730b8067d4\u0022, \u0022event_fingerprint\u0022: \u0022e4439b80d6e4b371d582e64e67ce8ed1e436ce25\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: 22.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022http-alt-8088\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8088, \u0022service\u0022: \u0022http-alt-8088\u0022, \u0022service_name\u0022: \u0022http-alt-8088\u0022, \u0022risk_score\u0022: 42}, \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: \u00223f5a30bd1cf8516d36ca296f93409c8ed3e17234\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 8088, \u0022service\u0022: \u0022http-alt-8088\u0022, \u0022service_label_fr\u0022: \u0022HTTP ALT 8088\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTP ALT 8088:8088 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228088 \u00b7 HTTP ALT 8088\u0022, \u0022emulator_service\u0022: 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\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: \u0022http-alt-8088\u0022, \u0022service_label_fr\u0022: \u0022HTTP ALT 8088\u0022, \u0022dst_port\u0022: 8088, \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-http-alt-8088\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: {\u0022port\u0022: 8088, \u0022service\u0022: \u0022http-alt-8088\u0022, \u0022service_label_fr\u0022: \u0022HTTP ALT 8088\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTP ALT 8088:8088 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00228088 \u00b7 HTTP ALT 8088\u0022, \u0022emulator_service\u0022: 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\u0022ban_policy\u0022: \u0022advisory_monitor\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":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067048,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58123,"dst_port":10081,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10081, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 0.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 0.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 0, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00223aeb44d3a46d07c6338dbddae02bd460926cca2d\u0022, \u0022event_fingerprint\u0022: \u002237587911d1a3b0ed69b8b902a14878ba93530fc3\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: 0.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10081, \u0022risk_score\u0022: 42}, \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: \u0022ecc83a93f8fb3709bcf4fefff9181d555691c1c9\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10081}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10081 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210081\u0022, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (11 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: 0.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10081, \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: \u0022honeypot\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: {\u0022port\u0022: 10081}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10081 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210081\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents\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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210081\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: [8088, 8090, 8123, 9004, 9040, 9050, 9150, 9222, 10081, 10082, 10085], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 11, \u0022scan_velocity_ports_per_s\u0022: 110.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 11, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\u0022, \u0022port:9004\u0022, \u0022port:9040\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}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[]","anomalies":"[]","severity":0,"bytes_in":0},{"id":13067049,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57950,"dst_port":8443,"service":"https","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, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: \u0022https\u0022, \u0022app_proto\u0022: \u0022https\u0022, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 8443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 33.0, \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: 33.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229acc5b3bdfe39add3f9ff589870febf3438dd603\u0022, \u0022event_fingerprint\u0022: \u0022ebbf50493a5cd01037444d3e811aea60318e67dd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 33.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8443, \u0022service\u0022: \u0022https\u0022, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_score\u0022: 42}, \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: \u0022954d96693181dbb5c58d837e52a06eb22c8ec96f\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 8443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:8443 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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 HTTPS \u2014 multi-protocole (12 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: 33.0, \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: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022, \u0022dst_port\u0022: 8443, \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-https\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: {\u0022port\u0022: 8443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:8443 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00228443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 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: 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04:21:21.000000","proto":"tcp","src_port":57982,"dst_port":9003,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9003, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, 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\u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9051, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \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: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022419145bbd63f4f0cbce6f458f92282a8662ff48c\u0022, \u0022event_fingerprint\u0022: \u00221d79fc4052c450e5c30f634565ada1440b7275ea\u0022, \u0022classification_reason\u0022: 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false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9051, \u0022risk_score\u0022: 42}, \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: \u0022f83619a3287a4fe07abe4e7d88076a788df1db98\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9051}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9051 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229051\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (16 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9051, \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, 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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: 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10081, 10082, 10085], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 16, \u0022scan_velocity_ports_per_s\u0022: 160.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 16, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067054,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58071,"dst_port":9226,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9226, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022de3c5bcc96ee2598fae6ded05a4ac52334e24aae\u0022, \u0022event_fingerprint\u0022: \u0022ccafcd9c01c9054ec4b32426c1122318a6505bbf\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9226, \u0022risk_score\u0022: 42}, \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: \u0022968910af9152c5648668dff7baaca1572cfe06a4\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9226}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9226 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229226\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (17 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9226, \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: \u0022honeypot\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: {\u0022port\u0022: 9226}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9226 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229226\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: 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\u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067055,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58181,"dst_port":10805,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10805, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00221afd52de4c22cb62c38d28421f10823c2a1b02a2\u0022, \u0022event_fingerprint\u0022: \u0022d8e7532c02ef8499e080d338d9ddd9c7f326fe45\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10805, \u0022risk_score\u0022: 42}, \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: 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{\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10805, \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: \u0022honeypot\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: {\u0022port\u0022: 10805}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10805 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210805\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210805\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 18, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8123, 8443, 9002, 9003, 9004, 9040, 9050, 9051, 9090, 9150, 9222, 9226, 10081, 10082], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 18, \u0022scan_velocity_ports_per_s\u0022: 180.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 18, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067056,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58004,"dst_port":9030,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9030, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022f8a885b34a9e2ce53bb3f5967969505d2c3fe662\u0022, \u0022event_fingerprint\u0022: \u0022da1cb5f204efcfa722c80371ff2e70df833f0b4d\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9030, \u0022risk_score\u0022: 42}, \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: \u002215f3d1b9ee84bffc33ac5f45ab0b37a27af5e1dd\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9030}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9030 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229030\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (19 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9030, \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: \u0022honeypot\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: {\u0022port\u0022: 9030}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9030 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229030\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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}]}, 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\u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 19, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067057,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58021,"dst_port":9060,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9060, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002218f44f18b952f6f8f4b463e43b347740b57c9b6c\u0022, \u0022event_fingerprint\u0022: \u0022b3f6434d8b78ffcda49c0f1e4751fb9c4f18f2e1\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9060, \u0022risk_score\u0022: 42}, \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: \u0022902d9f7c10991c1584d38c5618e1ce76c5339f28\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9060}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9060 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229060\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (20 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9060, \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: \u0022honeypot\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: {\u0022port\u0022: 9060}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9060 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229060\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229060\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 20, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8123, 8443, 9002, 9003, 9004, 9030, 9040, 9050, 9051, 9060, 9090, 9150, 9222, 9226], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 20, \u0022scan_velocity_ports_per_s\u0022: 200.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 20, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\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_port_scan_fast\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 84}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_port_scan_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067058,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57965,"dst_port":8889,"service":"splunk-hec","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, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: \u0022splunk-hec\u0022, \u0022app_proto\u0022: \u0022splunk-hec\u0022, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 8889, \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: 4.0, \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: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022336d7f8fbd93e9e1f1d52a582d02887583a3106c\u0022, \u0022event_fingerprint\u0022: \u0022d42b7ff477aa60f5c716cd2d708f643826e6162a\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\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: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022splunk-hec\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8889, \u0022service\u0022: \u0022splunk-hec\u0022, \u0022service_name\u0022: \u0022splunk-hec\u0022, \u0022risk_score\u0022: 42}, \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: \u0022a600092fc2a7ae9e3f58c005029b46569e847735\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 8889, \u0022service\u0022: \u0022splunk-hec\u0022, \u0022service_label_fr\u0022: \u0022SPLUNK HEC\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SPLUNK HEC:8889 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228889 \u00b7 SPLUNK HEC\u0022, \u0022emulator_service\u0022: \u0022splunk-hec\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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 SPLUNK HEC \u2014 multi-protocole (21 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: 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: \u0022splunk-hec\u0022, \u0022service_label_fr\u0022: \u0022SPLUNK HEC\u0022, \u0022dst_port\u0022: 8889, \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-splunk-hec\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: {\u0022port\u0022: 8889, \u0022service\u0022: \u0022splunk-hec\u0022, \u0022service_label_fr\u0022: \u0022SPLUNK HEC\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SPLUNK HEC:8889 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00228889 \u00b7 SPLUNK HEC\u0022, \u0022emulator_service\u0022: \u0022splunk-hec\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022splunk_hec\u0022, \u0022service_banner\u0022: \u0022honeypot-splunk-hec\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228889\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 21, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8123, 8443, 8889, 9002, 9003, 9004, 9030, 9040, 9050, 9051, 9060, 9090, 9150, 9222], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 21, \u0022scan_velocity_ports_per_s\u0022: 210.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 21, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067059,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58199,"dst_port":11800,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 11800, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022f5208fe2ec1afa35eefd5d7f4b8df185bbdd6224\u0022, \u0022event_fingerprint\u0022: \u0022d9963822a6a46898ccfdef5b7571ea0f0978f910\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 11800, \u0022risk_score\u0022: 42}, \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: \u002298b68b2108216a0f0dc161cf272b847820d8912e\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 11800}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 11800 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002211800\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (22 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 11800, \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: \u0022honeypot\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: {\u0022port\u0022: 11800}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 11800 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002211800\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002211800\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 22, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8123, 8443, 8889, 9002, 9003, 9004, 9030, 9040, 9050, 9051, 9060, 9090, 9150, 9222], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 22, \u0022scan_velocity_ports_per_s\u0022: 220.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 22, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10085\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067060,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58082,"dst_port":9444,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9444, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022c2ad643d883522efdc904914829aa66cd71dc5a1\u0022, \u0022event_fingerprint\u0022: \u00228a2651c6012967124e7ae19d95cd5a29a267b671\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9444, \u0022risk_score\u0022: 42}, \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: 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{\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9444, \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], 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\u0022target_port_label\u0022: \u00229444\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: 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\u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067061,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58135,"dst_port":10084,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10084, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002292e1f7469b7ceaa14207aa33e864bd4006293a45\u0022, \u0022event_fingerprint\u0022: \u0022169f1524bfae0279036b38e22fd6593a4d7d9486\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, 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\u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10084, \u0022risk_score\u0022: 42}, \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: \u002212660d4effb899c6c35a044ee66f4b8f5ab172a2\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10084}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10084 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210084\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (24 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10084, \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: \u0022honeypot\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: {\u0022port\u0022: 10084}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10084 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210084\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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}]}, 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\u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 24, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10084\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067062,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58145,"dst_port":10089,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10089, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022813412d6735c9a0905fe66afde94da338399b3b6\u0022, \u0022event_fingerprint\u0022: \u002277d62cc55cc88303803e029267496a1c1057d8da\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10089, \u0022risk_score\u0022: 42}, \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: \u002278c941a5fc78b34fe2ae83db5453b5539e272c1e\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10089}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10089 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210089\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (25 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10089, \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: \u0022honeypot\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: {\u0022port\u0022: 10089}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10089 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210089\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: 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04:21:21.000000","proto":"tcp","src_port":57955,"dst_port":8800,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 8800, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002220490465c98a519b16f74613e7d697b9323568eb\u0022, \u0022event_fingerprint\u0022: \u0022b33ced8ef047b8a16e24323641c2ec2e9a069ceb\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8800, \u0022risk_score\u0022: 42}, \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: 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\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\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: {\u0022port\u0022: 8800}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 8800 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00228800\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228800\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 26, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8123, 8443, 8800, 8889, 9002, 9003, 9004, 9030, 9040, 9050, 9051, 9060, 9090, 9150], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 260.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 26, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10084\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067064,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57999,"dst_port":9005,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9005, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \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: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022bf6ab2b8e7a22cb63086540f96502bae068fe95c\u0022, \u0022event_fingerprint\u0022: \u0022cb6e05bcbc108a4a7f9ce193d87f758c5fc3de34\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9005, \u0022risk_score\u0022: 42}, \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: \u00229a43bf4e5745b7122c0c4fb39bac941ecfeb125a\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9005}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9005 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229005\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (27 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9005, \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: \u0022honeypot\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: {\u0022port\u0022: 9005}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9005 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229005\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229005\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 27, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8123, 8443, 8800, 8889, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051, 9060, 9090], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 27, \u0022scan_velocity_ports_per_s\u0022: 270.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 27, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10084\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067065,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57940,"dst_port":8118,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 8118, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00226eb4f73027398af6afbea9df4fb6baa24acacf6b\u0022, \u0022event_fingerprint\u0022: \u0022951b0bd6f0bd52067bab23cea27c21916ab746e2\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8118, \u0022risk_score\u0022: 42}, \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: \u002237da9ab75401dce0cd91ea528689e5372c475469\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 8118}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 8118 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228118\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (28 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 8118, \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: \u0022honeypot\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: {\u0022port\u0022: 8118}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 8118 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00228118\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228118\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 28, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8443, 8800, 8889, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051, 9060], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 28, \u0022scan_velocity_ports_per_s\u0022: 280.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 28, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10084\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067066,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58171,"dst_port":10801,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10801, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002273a4d48394bf8b52f14a027a315b9e231b811f1c\u0022, \u0022event_fingerprint\u0022: \u0022dec16b123e41fa26824a876573e6f6eb3627ede3\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10801, \u0022risk_score\u0022: 42}, \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: \u002210e06f80383465d1219e791bcfc3d13c69474068\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10801}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10801 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210801\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (29 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10801, \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: \u0022honeypot\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: {\u0022port\u0022: 10801}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10801 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210801\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210801\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 29, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8443, 8800, 8889, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051, 9060], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 29, \u0022scan_velocity_ports_per_s\u0022: 290.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 29, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10084\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, 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confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9228, \u0022risk_score\u0022: 42}, \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: \u0022499cb5daa1c31379d02c2e0c8da08290ecd48197\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9228}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9228 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: 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\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: {\u0022port\u0022: 9228}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9228 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229228\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229228\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 31, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8443, 8800, 8889, 9001, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 31, \u0022scan_velocity_ports_per_s\u0022: 310.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 31, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10084\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067069,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58038,"dst_port":9220,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9220, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002242c12fa4dd32711ee5191dd01076d4b412621a47\u0022, \u0022event_fingerprint\u0022: \u00222f44790a88e24f9a71e0a09d8c1b35e1018785df\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9220, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, 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\u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +18\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9220}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9220 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229220\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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 \/ 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{\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10083, \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: \u0022honeypot\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: {\u0022port\u0022: 10083}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10083 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210083\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210083\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 33, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8443, 8800, 8889, 9001, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 33, \u0022scan_velocity_ports_per_s\u0022: 330.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 33, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10083\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067071,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58099,"dst_port":9988,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9988, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b648b857c67db1c66517cde7df13e89ace08727c\u0022, \u0022event_fingerprint\u0022: \u0022146d3ca91bdbaf2d11ec5f5e57981610c8239098\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, 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\u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9988, \u0022risk_score\u0022: 42}, \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: \u0022355155f1eaad7ef85b864759bf18dd310b6cb6b3\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9988}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9988 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229988\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (34 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9988, \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: \u0022honeypot\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: {\u0022port\u0022: 9988}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9988 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229988\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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}]}, 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\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: \u002232e69d56b6d06d6da21553adbd6e4b18c35b1b9f\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9151}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9151 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229151\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (35 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9151, \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: \u0022honeypot\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: {\u0022port\u0022: 9151}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9151 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229151\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229151\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 35, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8443, 8800, 8889, 9001, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 35, \u0022scan_velocity_ports_per_s\u0022: 350.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 35, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\u0022, \u0022port:10083\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067073,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58031,"dst_port":9092,"service":"kafka","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: \u00220000000c0000000000000001000b0000\u0022, \u0022emulator_response_len\u0022: 16, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: \u0022kafka\u0022, \u0022app_proto\u0022: \u0022kafka\u0022, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9092, \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: 2.1, \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: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022e8a7e4932f5be54b67fae0e2439e8c783d973bf4\u0022, \u0022event_fingerprint\u0022: \u00223f27bf1e75eb790aaae7888aa66a732e4b2e6605\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\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: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022kafka\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9092, \u0022service\u0022: \u0022kafka\u0022, \u0022service_name\u0022: \u0022kafka\u0022, \u0022risk_score\u0022: 42}, \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: \u0022aa8a018f39dc50b58e0770d8657ff7beda791072\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9092, \u0022service\u0022: \u0022kafka\u0022, \u0022service_label_fr\u0022: \u0022KAFKA\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KAFKA:9092 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229092 \u00b7 KAFKA\u0022, \u0022emulator_service\u0022: \u0022kafka\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022site_display\u0022: 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\u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022kafka\u0022, \u0022service_label_fr\u0022: \u0022KAFKA\u0022, \u0022dst_port\u0022: 9092, \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-kafka\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: {\u0022port\u0022: 9092, \u0022service\u0022: \u0022kafka\u0022, \u0022service_label_fr\u0022: \u0022KAFKA\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KAFKA:9092 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229092 \u00b7 KAFKA\u0022, \u0022emulator_service\u0022: \u0022kafka\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 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: 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9030, 9040, 9050, 9051], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 36, \u0022scan_velocity_ports_per_s\u0022: 360.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 36, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\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: [\u0022kafka_emulated\u0022, \u0022net_port_scan_fast\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":"[\u0022kafka_emulated\u0022, \u0022net_port_scan_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067074,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58074,"dst_port":9227,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9227, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, 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\u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9227, \u0022risk_score\u0022: 42}, \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: \u00224725e825d78df7892a99e430fd1c510aa3925919\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9227}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9227 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229227\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (37 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9227, \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: \u0022honeypot\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: {\u0022port\u0022: 9227}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9227 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229227\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229227\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 37, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8443, 8800, 8889, 9001, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 37, \u0022scan_velocity_ports_per_s\u0022: 370.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 37, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067075,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58159,"dst_port":10800,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10800, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002202d0d363e181fcd3be8d9e6d883a65e118d89245\u0022, \u0022event_fingerprint\u0022: \u00220d2359970467ee01921410d4ffc3668c65125908\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10800, \u0022risk_score\u0022: 42}, \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: \u0022f776a43619a81708acacec036909095bf756197e\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10800}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10800 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210800\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (38 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10800, \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: \u0022honeypot\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: {\u0022port\u0022: 10800}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10800 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210800\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210800\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 38, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8443, 8800, 8889, 9001, 9002, 9003, 9004, 9005, 9030, 9040, 9050, 9051], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 38, \u0022scan_velocity_ports_per_s\u0022: 380.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 38, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\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, 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\u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 0.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022afc0b200edac86f190e0a27b340d58a500e24ec4\u0022, \u0022event_fingerprint\u0022: \u00227f07ea3293347933c3fac46abf8a10ebef865f1d\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, 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\u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8899, \u0022risk_score\u0022: 42}, \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: \u002271785876e697554beb415bccbdbd283be1bbba9f\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 8899}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 8899 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228899\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, 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\u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 8899, \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: \u0022honeypot\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], 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[{\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}]}, 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0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b7c13e9a27e6599c86783a757f49527a22494fae\u0022, \u0022event_fingerprint\u0022: \u00226590bbc153cb34c34cd9def8223450ffff99c233\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, 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\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: \u0022bd75ca242a3c3c3cbd75752b0d018cc228613413\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9224}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9224 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229224\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb 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\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\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, 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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: 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\u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067078,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":57961,"dst_port":8222,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 8222, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, 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\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\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: {\u0022port\u0022: 8222}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 8222 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, 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\u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067079,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58100,"dst_port":9900,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022c729356e485a834eee5f2949501211fd8bdaee02\u0022, \u0022event_fingerprint\u0022: \u0022cacdf1c69ea8d8e1833e61e904b62d63d550be5a\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, 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\u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9900, \u0022risk_score\u0022: 42}, \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: \u002253bfb2d38ecd399c905c581c3a1ab2ac28a572cb\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9900}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9900 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229900\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, 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\u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9900, \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: \u0022honeypot\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: {\u0022port\u0022: 9900}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9900 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229900\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 42, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8222, 8443, 8800, 8889, 8899, 9001, 9002, 9003, 9004, 9005, 9030, 9040], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 42, \u0022scan_velocity_ports_per_s\u0022: 420.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 42, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022minio-console\u0022, \u0022port:10081\u0022, \u0022port:10082\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067080,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58112,"dst_port":10080,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10080, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220ea057d27b677ea686fd684f86a96724106f8f1f\u0022, \u0022event_fingerprint\u0022: \u00226dacb45ebc2fc999c51b74a94320fe529c772f0f\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10080, \u0022risk_score\u0022: 42}, \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: \u00224ae135a2b949fcc6836eaea2ea95aba9c1179a39\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10080}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10080 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210080\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (43 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10080, \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: \u0022honeypot\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: {\u0022port\u0022: 10080}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10080 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210080\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: 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\u0022minio-console\u0022, \u0022port:10080\u0022, \u0022port:10081\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067081,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58052,"dst_port":9223,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9223, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220305a0df52b4780b89e162dc8f6d645141cfe7f8\u0022, \u0022event_fingerprint\u0022: \u00220f4b92a1fbab5100b8491f636c795097358b3fb2\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9223, \u0022risk_score\u0022: 42}, \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: \u002200c61638cc24f7e1323707600fcfdf74ccbe986e\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9223}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9223 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229223\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (44 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9223, \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: \u0022honeypot\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: {\u0022port\u0022: 9223}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9223 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229223\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229223\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 44, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8222, 8443, 8800, 8889, 8899, 9001, 9002, 9003, 9004, 9005, 9030, 9040], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 44, \u0022scan_velocity_ports_per_s\u0022: 440.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 44, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022minio-console\u0022, \u0022port:10080\u0022, \u0022port:10081\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067082,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58106,"dst_port":10000,"service":"webmin","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: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204d696e69536572762f322e3030300d0a436f6e74656e742d547970653a20746578742f68746d6c0d0a436f6e74656e742d4c656e6774683a2033380d0a0d0a3c68746d6c3e3c626f64793e5765626d696e206c6f67696e3c2f626f64793e3c2f68746d6c3e\u0022, \u0022emulator_response_len\u0022: 126, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: \u0022webmin\u0022, \u0022app_proto\u0022: \u0022webmin\u0022, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10000, \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: 3.6, \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: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022f6f8b00ee276ec0dc04212f7613c4569ede48db8\u0022, \u0022event_fingerprint\u0022: \u0022554995d9e038ae76febd9668bd51aadb43bc3553\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\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: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022webmin\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10000, \u0022service\u0022: \u0022webmin\u0022, \u0022service_name\u0022: \u0022webmin\u0022, \u0022risk_score\u0022: 42}, \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, 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\u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.6, \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: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220b05a5c74c13e8c5b12f5b65c82dd02efa2a1023\u0022, \u0022event_fingerprint\u0022: \u0022ce2c4f2c3ed924aedc3da83d66dd2d0ca13b4808\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\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: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022kafka-jmx\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9091, \u0022service\u0022: \u0022kafka-jmx\u0022, \u0022service_name\u0022: \u0022kafka-jmx\u0022, \u0022risk_score\u0022: 42}, \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: \u0022d8922ad9f739fb6067e941ab11846f00a4e180f8\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9091, \u0022service\u0022: \u0022kafka-jmx\u0022, \u0022service_label_fr\u0022: \u0022KAFKA JMX\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KAFKA JMX:9091 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229091 \u00b7 KAFKA JMX\u0022, \u0022emulator_service\u0022: \u0022kafka-jmx\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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 KAFKA JMX \u2014 multi-protocole (46 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: 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: \u0022kafka-jmx\u0022, \u0022service_label_fr\u0022: \u0022KAFKA JMX\u0022, \u0022dst_port\u0022: 9091, \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-kafka-jmx\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: {\u0022port\u0022: 9091, \u0022service\u0022: \u0022kafka-jmx\u0022, \u0022service_label_fr\u0022: \u0022KAFKA JMX\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KAFKA JMX:9091 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229091 \u00b7 KAFKA JMX\u0022, \u0022emulator_service\u0022: \u0022kafka-jmx\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022kafka_jmx\u0022, \u0022service_banner\u0022: \u0022honeypot-kafka-jmx\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229091\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 46, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8222, 8443, 8800, 8889, 8899, 9001, 9002, 9003, 9004, 9005, 9030, 9040], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 46, \u0022scan_velocity_ports_per_s\u0022: 460.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 46, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022kafka-jmx\u0022, \u0022minio-console\u0022, \u0022port:10080\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067084,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58044,"dst_port":9152,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9152, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022c3e9f635f43070caab01d96231f158a9a050272b\u0022, \u0022event_fingerprint\u0022: \u00222a7fbca83307f59469782f7b1d373c83f4446a6c\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9152, \u0022risk_score\u0022: 42}, \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: \u0022769fa8e882af6599ece3b35c66724dac04ba0c2a\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9152}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9152 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229152\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (47 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9152, \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: \u0022honeypot\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: {\u0022port\u0022: 9152}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9152 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229152\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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 \/ 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04:21:21.000000","proto":"tcp","src_port":58143,"dst_port":10086,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10086, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022382926c117cde53d9610fd7f4802e0e09994ac34\u0022, \u0022event_fingerprint\u0022: \u002223e1cea936dc0e826b320ca905713bcbd5131bea\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, 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{\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 10086, \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: \u0022honeypot\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: {\u0022port\u0022: 10086}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 10086 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210086\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210086\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 48, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8222, 8443, 8800, 8889, 8899, 9001, 9002, 9003, 9004, 9005, 9030, 9040], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 48, \u0022scan_velocity_ports_per_s\u0022: 480.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 48, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022kafka-jmx\u0022, \u0022minio-console\u0022, \u0022port:10080\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067086,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58075,"dst_port":9229,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 9229, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022d7e74c033cee3a2d8589f72e6178a69e21c83d05\u0022, \u0022event_fingerprint\u0022: \u00227747aaacb1380489fe045e1cd6fa232c120749af\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9229, \u0022risk_score\u0022: 42}, \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: \u00224ee6b00b8c27f360808426dba1a1b42d98290e74\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9229}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9229 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229229\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (49 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 9229, \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: \u0022honeypot\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: {\u0022port\u0022: 9229}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 9229 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229229\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229229\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 49, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8222, 8443, 8800, 8889, 8899, 9001, 9002, 9003, 9004, 9005, 9030, 9040], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 49, \u0022scan_velocity_ports_per_s\u0022: 490.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 49, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022kafka-jmx\u0022, \u0022minio-console\u0022, \u0022port:10080\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067087,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58209,"dst_port":31288,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 31288, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022d12103dafe7e1ca9e78da1ff65bdfa04206dc896\u0022, \u0022event_fingerprint\u0022: \u0022560f56358803e553f74f9641011e7b0708b4c657\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 31288, \u0022risk_score\u0022: 42}, \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: \u002268f1580417e5194fe4bc665e41feac72ab52bf1f\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 31288}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 31288 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002231288\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (50 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: 8.0, \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: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 31288, \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: \u0022honeypot\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: {\u0022port\u0022: 31288}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 31288 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002231288\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 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: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002231288\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 50, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8222, 8443, 8800, 8889, 8899, 9001, 9002, 9003, 9004, 9005, 9030, 9040], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 50, \u0022scan_velocity_ports_per_s\u0022: 500.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 50, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022kafka-jmx\u0022, \u0022minio-console\u0022, \u0022port:10080\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_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":13067088,"ip":"14.224.202.234","ts":"2026-07-21 04:21:21.000000","proto":"tcp","src_port":58155,"dst_port":10443,"service":"https","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, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022service\u0022: \u0022https\u0022, \u0022app_proto\u0022: \u0022https\u0022, \u0022asn\u0022: 45899, \u0022country\u0022: \u0022VN\u0022, \u0022dst_port\u0022: 10443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 33.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 33.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022358307f4560498a807da3b4dd1d5be9dab40ac27\u0022, \u0022event_fingerprint\u0022: \u00227127e0cbe7d6c99cc93e9927b8c66f5194e98327\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 33.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022VN\u0022, \u0022asn\u0022: 45899, \u0022org\u0022: \u0022VNPT Corp\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10443, \u0022service\u0022: \u0022https\u0022, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_score\u0022: 42}, \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: \u00227f41d5106b621e713cba477c1e39710eaf2be870\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:10443 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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 HTTPS \u2014 multi-protocole (50 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: 33.0, \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: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022, \u0022dst_port\u0022: 10443, \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-https\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: {\u0022port\u0022: 10443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:10443 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 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: \u0022https\u0022, \u0022service_banner\u0022: \u0022honeypot-https\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210443\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 51, \u0022port_scan_ports_sample\u0022: [8088, 8090, 8118, 8123, 8222, 8443, 8800, 8889, 8899, 9001, 9002, 9003, 9004, 9005, 9030, 9040], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 51, \u0022scan_velocity_ports_per_s\u0022: 510.0, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 50, \u0022multi_protocol_sample\u0022: [\u0022clickhouse-http\u0022, \u0022http-alt-8088\u0022, \u0022http-alt-8090\u0022, \u0022https\u0022, \u0022kafka\u0022, \u0022kafka-jmx\u0022, \u0022minio-console\u0022, \u0022port:10080\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: [\u0022http_alt_port\u0022, \u0022net_port_scan_fast\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":"[\u0022http_alt_port\u0022, \u0022net_port_scan_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0}],"total_events":70}