{"ip":"102.220.163.207","exported_at":"2026-10-25T03:26:12+00:00","period_days":30,"metrics":{"events7d":94,"distinct_ports":57,"distinct_classifications":3,"max_severity":8,"last_sensor_id":"paris-1","max_waf_score":null,"max_risk_score":50,"attack_stage":"recon","attack_chain_stage":"reconnaissance","threat_family":["scanner","IP signal\u00e9e (IPsum, 3 listes ou plus)"],"recommended_action":"monitor","confidence":1,"risk_breakdown":{"waf":8,"classification":64,"behavior":0,"geo":40,"protocol":36,"novelty":0},"mitre_tactics":["TA0043"],"mitre_technique":"T1046","top_mitre_technique":"T1046","top_mitre_count":57,"executive_one_liner_fr":"Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 protocoles \u00b7 5 min)","campaign_hint_fr":"Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre 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SSH:1","evidence_snippet":"SSH-2.0-libssh_0.12.0","target_port_label":"1 \u00b7 SSH","emulator_service":"ssh","confidence_reason":"Confiance 100 % \u2014 4 signal(aux) capteur","classification_reason":"Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%","classification_reason_label_fr":"Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%","confidence_factors_fr":"Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14","payload_preview":"SSH-2.0-libssh_0.12.0","open_intel":{"source":"Emerging Threats open","status":"ok","matched":false,"label_fr":null,"detail_fr":null},"open_intel_ipsum":{"source":"IPsum","status":"ok","matched":true,"label_fr":"IP signal\u00e9e (IPsum, 3 listes ou plus)","detail_fr":null},"open_intel_cins":{"source":"CINS Army","status":"ok","matched":false,"label_fr":null,"detail_fr":null}},"dnsbl":{"query":"207.163.220.102.dnsbl.blacklistip.com","listed":false,"available":false,"response":null,"meaning":null,"label":null},"events":[{"id":5739695,"ip":"102.220.163.207","ts":"2026-10-21 04:49:54.000000","proto":"tcp","src_port":64722,"dst_port":1,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 1, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022d31b1a52aaf590131049f0752a63ef392f58e2ce\u0022, \u0022event_fingerprint\u0022: \u00227c813a0992c02ac48643762514f7ea072cb813b7\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 1, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, 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\u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 1, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00221 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00221\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: [1, 2022, 8822, 9998, 20022, 32088], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5739656,"ip":"102.220.163.207","ts":"2026-10-21 04:49:48.000000","proto":"tcp","src_port":54976,"dst_port":20022,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 20022, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022bcb059cd013c2b3a9dc75533a55b4ed17ee05563\u0022, \u0022event_fingerprint\u0022: \u00224f6fb0dcec0790c59c4ace8647aec394ac31bde7\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, 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\u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ee552677cdd25a44ad699607f8991a0b662a9875\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 20022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:20022 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002220022 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 20022, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 20022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:20022 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002220022 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002220022\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: [2022, 8822, 9998, 20022, 32088], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5739626,"ip":"102.220.163.207","ts":"2026-10-21 04:49:43.000000","proto":"tcp","src_port":34106,"dst_port":32088,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 32088, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002204ca0023a2f6841d5bf21d215bd5a2dfb776705a\u0022, \u0022event_fingerprint\u0022: \u002272a8fc3d59ed0806408e56ac81acf3f0c68ea408\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 32088, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002295f91c07a57cecd8bd3f0075b26f07073e803622\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 32088, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:32088 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002232088 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 32088, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 32088, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:32088 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002232088 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002232088\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: [2022, 2200, 3160, 8822, 9998, 32088], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5739584,"ip":"102.220.163.207","ts":"2026-10-21 04:49:35.000000","proto":"tcp","src_port":20154,"dst_port":2022,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 2022, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229137f177d1039a4584bef76c4e04a078835f841a\u0022, \u0022event_fingerprint\u0022: \u0022a28c7ae391b42e93ffd7af7110f5c59fc59ae3d7\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, 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\u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00222e0af674202da368d2d307fbffa75cfe10aa1da7\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2022 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00222022 \u00b7 SSH\u0022, 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\u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 2022, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2022, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2022 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00222022 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00222022\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 5, \u0022port_scan_ports_sample\u0022: [2022, 2200, 3160, 8822, 9998], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5739525,"ip":"102.220.163.207","ts":"2026-10-21 04:49:25.000000","proto":"tcp","src_port":13906,"dst_port":8822,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 8822, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b5bf4afe55fea5b9b594530b28d14548ff0dd21c\u0022, \u0022event_fingerprint\u0022: \u0022259fb2aff885d3c302a8be6024dc488c8f2ca9ec\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8822, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: 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confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 8822, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\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: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 8822, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:8822 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00228822 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228822\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [2200, 3160, 8822, 9998], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5739467,"ip":"102.220.163.207","ts":"2026-10-21 04:49:13.000000","proto":"tcp","src_port":18094,"dst_port":9998,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 9998, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002299fa7df7336a750d4dfecaa2bcde53a2bc3513fe\u0022, \u0022event_fingerprint\u0022: \u0022b462d0e205048210f7319d5ee3363d0072e29a24\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9998, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00220f9d4082116e3302fe0fd7f7dc7d9aca94dab397\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9998, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:9998 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229998 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 9998, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\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: \u0022OpenSSH_8.9p1 Ubuntu\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: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 9998, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:9998 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00229998 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229998\u0022}, \u0022hostname\u0022: 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\u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5739298,"ip":"102.220.163.207","ts":"2026-10-21 04:48:45.000000","proto":"tcp","src_port":18198,"dst_port":2200,"service":"cics-alt","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: \u00224349435300000000000000000000000000000000\u0022, \u0022emulator_response_len\u0022: 20, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022cics-alt\u0022, \u0022app_proto\u0022: \u0022cics-alt\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 2200, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022a3a8a3b5531e68afa4ea3851ca5d08f1f4e6bf0f\u0022, \u0022event_fingerprint\u0022: \u0022f5accf53059009c2167b56a2cb4e57425a1e1bc6\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022cics-alt\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2200, \u0022service\u0022: \u0022cics-alt\u0022, \u0022service_name\u0022: \u0022cics-alt\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00228ac2d783a921dee7b5d4ef0b4df3710851ca35dc\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2200, \u0022service\u0022: \u0022cics-alt\u0022, \u0022service_label_fr\u0022: \u0022CICS ALT\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via CICS ALT:2200 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00222200 \u00b7 CICS ALT\u0022, \u0022emulator_service\u0022: \u0022cics-alt\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via CICS ALT \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022cics-alt\u0022, \u0022service_label_fr\u0022: \u0022CICS ALT\u0022, \u0022dst_port\u0022: 2200, \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-cics-alt\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2200, \u0022service\u0022: \u0022cics-alt\u0022, \u0022service_label_fr\u0022: \u0022CICS ALT\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via CICS ALT:2200 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00222200 \u00b7 CICS ALT\u0022, \u0022emulator_service\u0022: \u0022cics-alt\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022cics_alt\u0022, \u0022service_banner\u0022: \u0022honeypot-cics-alt\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00222200\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: [22, 1406, 2200, 2502, 3160], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022cics-alt\u0022, \u0022i2p\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":5,"bytes_in":23},{"id":5739287,"ip":"102.220.163.207","ts":"2026-10-21 04:48:44.000000","proto":"tcp","src_port":30098,"dst_port":3160,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 3160, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 6.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229c99c20114ec315efd3fbfd919a63499670b7be3\u0022, \u0022event_fingerprint\u0022: \u0022bccbdf6bc1d2e6c4cf5b38fa323c2acf9d61bfba\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 3160, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022e78e1c12e5e3b82c7734a9b63a7b4afd559d4c42\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 3160, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:3160 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00223160 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 3160, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\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: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 3160, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:3160 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00223160 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00223160\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [22, 1406, 2502, 3160], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5739096,"ip":"102.220.163.207","ts":"2026-10-21 04:48:13.000000","proto":"tcp","src_port":18660,"dst_port":2502,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 2502, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022017f7d53a6262d4a7cf1ddaf9e58e731cdb5828d\u0022, \u0022event_fingerprint\u0022: \u002223504e2ba0ca6f5023909be36c99a401550f89d9\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2502, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: 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\u0022target_port_label\u0022: \u00222502 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, 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\u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2502, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2502 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00222502 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00222502\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, 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true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5738999,"ip":"102.220.163.207","ts":"2026-10-21 04:47:57.000000","proto":"tcp","src_port":46654,"dst_port":1406,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 1406, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022f7ad77c1ca039f8133edcb4413e13c3b3710b1bc\u0022, \u0022event_fingerprint\u0022: \u0022d1077ea28f629b46a59a6f9ff0e09a9965b153ba\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 1406, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229778603d05ac770f1c2a558a2077b8d0b9d9dd27\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1406, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1406 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00221406 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 1406, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1406, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1406 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00221406 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00221406\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: [22, 923, 1406, 1980, 3645], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5738982,"ip":"102.220.163.207","ts":"2026-10-21 04:47:55.000000","proto":"tcp","src_port":64828,"dst_port":22,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00225353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a\u0022, \u0022emulator_response_len\u0022: 41, \u0022bytes_in\u0022: 1287, \u0022payload_entropy\u0022: 4.878700541374919, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 22, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002297bfc63c85403e9c3ff395154959ae311fbeba88\u0022, \u0022event_fingerprint\u0022: \u0022ac4d49c6876230afdacab420244e9c75014c1bfd\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a586edfdf3c4d47bc78627881e9737c7\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup761x25519-sha512,sntrup761x25519-sha512@openssh.com,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-ni\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup761x25519-sha512,sntrup761x25519-sha512@openssh.com,curve25519-sha256,curve25519-sha256@libssh.org,ecdh-sha2-nistp256,ecdh-sha2-ni\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002286ee75e8f0acdc23130bbabfc0f9e0e09d4c19a4\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\ufffds\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 6 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 22, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\\u0000\\u0000\\u0004\ufffd\\u0005\\u0014s\\u0011\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\\u0000\\u0000\\u0001\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022port\u0022: 22, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:22 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\ufffds\ufffd}^\u07a1^\ufffd\ufffd\ufffdoh\ufffd:{\ufffdmlkem768x25519-sha256,mlkem768nistp256-sha256,mlkem1024nistp384-sha384,sntrup76\u0022, \u0022target_port_label\u0022: \u002222 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 6 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002222\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [22, 923, 1980, 3645], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_emulated\u0022, \u0022ssh_kex_probe\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":1287},{"id":5738867,"ip":"102.220.163.207","ts":"2026-10-21 04:47:36.000000","proto":"tcp","src_port":18492,"dst_port":1980,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 1980, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022abd7d9e443859efd419ca5e453230ed11fde7300\u0022, \u0022event_fingerprint\u0022: \u00226076fb0d2ddeb0f765a42a083356cbe97834f8f7\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 1980, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002224c78a2373b35d7882d1d3ce10f0cc8c55297ce1\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1980, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1980 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00221980 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 1980, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\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: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1980, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1980 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00221980 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00221980\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [923, 1022, 1980, 3645], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true, \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_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5738676,"ip":"102.220.163.207","ts":"2026-10-21 04:47:03.000000","proto":"tcp","src_port":31770,"dst_port":923,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 923, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229f1b6c69eec954eea7fdb924a00eaa77ab3e81ba\u0022, \u0022event_fingerprint\u0022: \u0022ae6907d776775ef23d66c02f718cfede0f48e492\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 923, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022fbab750985c09b0416ad47fac15e877d7da4f5b0\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 923, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:923 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022923 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 923, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\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: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 923, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:923 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u0022923 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022923\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 4, \u0022port_scan_ports_sample\u0022: [923, 1022, 1080, 3645], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5738668,"ip":"102.220.163.207","ts":"2026-10-21 04:47:02.000000","proto":"tcp","src_port":47582,"dst_port":3645,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 3645, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 10.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 10.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022209664cce296d4a838591b3583ab0199b0166bda\u0022, \u0022event_fingerprint\u0022: \u002217bd086f52a20bbec4f9084c8583fd3d8703f843\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 3645, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022d1181a6508ea33da197b43cdf17de4c7410ac962\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 3645, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:3645 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00223645 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 8}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 3645, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\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: \u0022OpenSSH_8.9p1 Ubuntu\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: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 3645, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:3645 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00223645 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00223645\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022socks5\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 8, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022sap_message_server\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022sap_message_server\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5738628,"ip":"102.220.163.207","ts":"2026-10-21 04:46:55.000000","proto":"tcp","src_port":61252,"dst_port":1022,"service":"ssh","classification":"ssh_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 1022, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 50.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 6.2, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 50.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 50, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022030d0ab29288194dd60247295afe3f40ced27945\u0022, \u0022event_fingerprint\u0022: \u0022adc0f81673db2c95af07d7b3065b4fd755f626ea\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 170, \u0022precision_signals\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], 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[\u0022INT-ssh-libssh-ua\u0022, \u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Client SSH libssh\/paramiko (scanner)\u0022, \u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022recommended_action\u0022: \u0022investigate\u0022, \u0022recommended_action_label\u0022: \u0022Investiguer\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\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: {\u0022ssh_banner\u0022: 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\u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5738242,"ip":"102.220.163.207","ts":"2026-10-21 04:46:04.000000","proto":"tcp","src_port":37784,"dst_port":1080,"service":"socks5","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, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022socks5\u0022, \u0022app_proto\u0022: \u0022socks5\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: 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[\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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022socks5\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, 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\u0022socks5\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SOCKS5 \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022socks5\u0022, \u0022service_label_fr\u0022: \u0022SOCKS5\u0022, \u0022dst_port\u0022: 1080, \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-socks5\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1080, \u0022service\u0022: \u0022socks5\u0022, \u0022service_label_fr\u0022: \u0022SOCKS5\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SOCKS5:1080 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00221080 \u00b7 SOCKS5\u0022, \u0022emulator_service\u0022: \u0022socks5\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022socks5\u0022, \u0022service_banner\u0022: \u0022honeypot-socks5\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00221080\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: [23, 1080, 1949, 2207, 3735, 8011], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022socks5\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_slow\u0022, \u0022socks5_emulated\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_port_scan_slow\u0022, \u0022socks5_emulated\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":5,"bytes_in":23},{"id":5738131,"ip":"102.220.163.207","ts":"2026-10-21 04:45:53.000000","proto":"tcp","src_port":33122,"dst_port":8011,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 8011, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00229932a4104576a75b3a930871afb6ff6095ad45bf\u0022, \u0022event_fingerprint\u0022: \u0022820756a7ff7188ef0a1611babc1ee292da924881\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8011, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00227c5bd76375bcbb02f9b6c96d3e58ef6d645c7832\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 8011, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:8011 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228011 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 8011, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 8011, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:8011 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00228011 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228011\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: [23, 1949, 2207, 3735, 8011], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022i2p\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5738004,"ip":"102.220.163.207","ts":"2026-10-21 04:45:32.000000","proto":"tcp","src_port":50900,"dst_port":2207,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 2207, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002284ccfaacdfd16d385b3221aeaba82d34b136cfc4\u0022, \u0022event_fingerprint\u0022: \u002219623ece1581bb20ae8b6c1f3e6f8058cc7ed3b8\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2207, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c22744781c0f386fe9bd646d20842f983df68640\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2207, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2207 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00222207 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 2207, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 2207, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:2207 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00222207 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00222207\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: [23, 1949, 2207, 3735, 6155, 13826], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022http-alt-8082\u0022, \u0022i2p\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5737986,"ip":"102.220.163.207","ts":"2026-10-21 04:45:29.000000","proto":"tcp","src_port":29824,"dst_port":1949,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 1949, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.7, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225ec7820efa335b95b7606a1c018e0347cba7a639\u0022, \u0022event_fingerprint\u0022: \u0022bd03385e7cd08c7c99ae46a4da31ecf5a8d18e9e\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 1949, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a8e21f7eba0425086d0a79008b8cefe5600d6c59\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1949, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:1949 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00221949 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 1949, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 1949, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: 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d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00221949\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: [23, 1949, 3735, 4145, 6155, 13826], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022http-alt-8082\u0022, \u0022i2p\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5737922,"ip":"102.220.163.207","ts":"2026-10-21 04:45:19.000000","proto":"tcp","src_port":32906,"dst_port":3735,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 3735, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022a98c42cc7b40c6356363bed83f392bdf702d653d\u0022, \u0022event_fingerprint\u0022: \u00229c8bf7825fd51984741bd9e21555e2b0c3b467c9\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, 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\u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 3735, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c059291b3d27e646a849b28614871e1d891457c2\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 3735, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:3735 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00223735 \u00b7 SSH\u0022, 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\u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 3735, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: 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{\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00223735\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, 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true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5737904,"ip":"102.220.163.207","ts":"2026-10-21 04:45:15.000000","proto":"tcp","src_port":20594,"dst_port":23,"service":"telnet","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: \u0022fffb01fffb03fffd180d0a5562756e74752032322e3034204c54530d0a686f6e6579706f74206c6f67696e3a20\u0022, \u0022emulator_response_len\u0022: 45, \u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022telnet\u0022, 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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], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022telnet\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 23, \u0022service\u0022: \u0022telnet\u0022, \u0022service_name\u0022: \u0022telnet\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00225847edaf00dd54782bb624c396c5f8ee29ea5262\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 23, \u0022service\u0022: \u0022telnet\u0022, \u0022service_label_fr\u0022: \u0022Telnet\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via Telnet:23 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002223 \u00b7 Telnet\u0022, \u0022emulator_service\u0022: \u0022telnet\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 5 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via Telnet \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022telnet\u0022, \u0022service_label_fr\u0022: \u0022Telnet\u0022, \u0022dst_port\u0022: 23, \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-telnet\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 23, \u0022service\u0022: \u0022telnet\u0022, \u0022service_label_fr\u0022: \u0022Telnet\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via Telnet:23 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002223 \u00b7 Telnet\u0022, \u0022emulator_service\u0022: \u0022telnet\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 5 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022telnet\u0022, \u0022service_banner\u0022: \u0022honeypot-telnet\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002223\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: [23, 222, 242, 4145, 6155, 13826], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022http-alt-8082\u0022, \u0022i2p\u0022, \u0022squid\u0022, \u0022ssh\u0022, \u0022telnet\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022, \u0022telnet_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022, \u0022telnet_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5737763,"ip":"102.220.163.207","ts":"2026-10-21 04:44:52.000000","proto":"tcp","src_port":23120,"dst_port":13826,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 13826, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 1.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022d2d3cc82f191a977895f83acb65b1beea073ce38\u0022, \u0022event_fingerprint\u0022: \u00220a948a5db899d10d27d22111ef5c0d8b5b63d472\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 13826, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a8ce52125feee32d33c2d60f715565b93adc3fd7\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 13826, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:13826 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002213826 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (4 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: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 13826, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 13826, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:13826 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u002213826 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002213826\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: [222, 242, 2121, 2213, 4145, 4444, 6155, 13826], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 4, \u0022multi_protocol_sample\u0022: [\u0022http-alt-8082\u0022, \u0022i2p\u0022, \u0022squid\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5737677,"ip":"102.220.163.207","ts":"2026-10-21 04:44:34.000000","proto":"tcp","src_port":13724,"dst_port":6155,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 6155, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022c09adfa85971750b837db32d3764793d88f9ace1\u0022, \u0022event_fingerprint\u0022: \u0022665419e5d3c6984bebff6557e7e118eb4824c6f0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 6155, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: 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100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 18}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 6155, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, 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\u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00226155\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: [222, 242, 2121, 2213, 4145, 4444, 6155, 7348], \u0022rapid_port_scan\u0022: true, 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\u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5737659,"ip":"102.220.163.207","ts":"2026-10-21 04:44:31.000000","proto":"tcp","src_port":42280,"dst_port":4145,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 4145, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.9, 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\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 4145, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: 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100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 4145, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 4145, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:4145 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u00224145 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00224145\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: [222, 242, 2121, 2213, 4145, 4444, 7348], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022http-alt-8082\u0022, \u0022i2p\u0022, \u0022scm-actuator-probe\u0022, \u0022squid\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23},{"id":5737648,"ip":"102.220.163.207","ts":"2026-10-21 04:44:29.000000","proto":"tcp","src_port":12732,"dst_port":242,"service":"ssh","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 23, \u0022payload_entropy\u0022: 3.7622673906514943, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022service\u0022: \u0022ssh\u0022, \u0022app_proto\u0022: \u0022ssh\u0022, \u0022asn\u0022: 197769, \u0022country\u0022: \u0022SI\u0022, \u0022dst_port\u0022: 242, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00221bd8895a5dc1ffc47c8bf2e4399668e1cfb379b3\u0022, \u0022event_fingerprint\u0022: \u002245c2d824bcfc4d37979c1ba4ab65ae0ad238d75b\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022matched_patterns\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022matched_pattern_names\u0022: [\u0022SSH-2.0 banner RFC4253\u0022, \u0022libssh banner\u0022], \u0022pattern_ids\u0022: [\u0022pat-0391\u0022, \u0022pat-0392\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SI\u0022, \u0022asn\u0022: 197769, \u0022org\u0022: \u0022VPS Dedicated LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228d29373746324ab5ae85ace326978514\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 242, \u0022service\u0022: \u0022ssh\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022SSH-2.0-libssh_0.12.0\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022384491a93531aa29a8586e645f7d8411c700a785\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 242, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:242 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022242 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Banni\u00e8re client SSH re\u00e7ue \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SSH \u2014 multi-protocole (5 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 14}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022, \u0022dst_port\u0022: 242, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022correlation_flags\u0022: [\u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +14\u0022, \u0022protocol_details\u0022: {\u0022ssh_banner\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022payload_preview\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022port\u0022: 242, \u0022service\u0022: \u0022ssh\u0022, \u0022service_label_fr\u0022: \u0022SSH\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SSH:242 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022SSH-2.0-libssh_0.12.0\u0022, \u0022target_port_label\u0022: \u0022242 \u00b7 SSH\u0022, \u0022emulator_service\u0022: \u0022ssh\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022ssh\u0022, \u0022service_banner\u0022: \u0022OpenSSH_8.9p1 Ubuntu\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022242\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: [222, 242, 2121, 2213, 3086, 4444, 7348, 26120], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 5, \u0022multi_protocol_sample\u0022: [\u0022http-alt-8082\u0022, \u0022i2p\u0022, \u0022scm-actuator-probe\u0022, \u0022squid\u0022, \u0022ssh\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 14, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_slow\u0022, \u0022net_port_scan_slow\u0022, \u0022ssh_banner\u0022, \u0022ssh_libssh\u0022]","anomalies":"[]","severity":6,"bytes_in":23}],"total_events":99}