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\u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 1026, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 1026}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 1026 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00221026\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00221026\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 114, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 27, \u0022scan_velocity_ports_per_s\u0022: 5.45, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 106, \u0022multi_protocol_sample\u0022: [\u0022admin-alt\u0022, \u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191977,"ip":"45.79.190.133","ts":"2026-10-27 12:15:15.000000","proto":"tcp","src_port":49661,"dst_port":1720,"service":"h323","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022h323\u0022, \u0022app_proto\u0022: \u0022h323\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 1720, \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: 2.8, \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: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002208d2c61a8f3f546857395aac6bb0bc93aa9e32be\u0022, \u0022event_fingerprint\u0022: \u00228ded914d2f82b613bd6b1f6531714ed2781d2e99\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022h323\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, 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\u0022emulator_response\u0022: \u002232323020686f6e6579706f74206b7368656c6c20726561647920706f72743d3534340d0a\u0022, \u0022emulator_response_len\u0022: 36, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022kshell\u0022, \u0022app_proto\u0022: \u0022kshell\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 544, \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: 3.1, \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: 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\u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 544, \u0022service\u0022: \u0022kshell\u0022, \u0022service_label_fr\u0022: \u0022KSHELL\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KSHELL:544 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u0022544 \u00b7 KSHELL\u0022, \u0022emulator_service\u0022: \u0022kshell\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: 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\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: \u0022kshell\u0022, \u0022service_banner\u0022: \u0022honeypot-kshell\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022544\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 112, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 5.27, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\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_port_scan_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191975,"ip":"45.79.190.133","ts":"2026-10-27 12:15:15.000000","proto":"tcp","src_port":15483,"dst_port":5938,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 5938, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00224939bfbcd53e5c2df0007e57988d930c52633b75\u0022, \u0022event_fingerprint\u0022: \u0022b7a43ff01a41f6940acb5f9b606b4e43637d4aca\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5938, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022fdfffc919aeb160dc2917c46cb5bb1dae67c5c39\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 5938}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 5938 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00225938\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (103 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: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 5938, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 5938}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 5938 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00225938\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225938\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 111, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 25, \u0022scan_velocity_ports_per_s\u0022: 5.19, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 103, \u0022multi_protocol_sample\u0022: [\u0022admin-alt\u0022, \u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191969,"ip":"45.79.190.133","ts":"2026-10-27 12:15:15.000000","proto":"tcp","src_port":55346,"dst_port":1755,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 1755, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022aaf6b72aeddfce7e8fec05b4a5b4787bcbcba0df\u0022, \u0022event_fingerprint\u0022: \u002247a8fe96ebba211036d3590b99b83873cf8adc86\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 1755, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: 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\u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 1755, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 1755}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 1755 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00221755\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\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: 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\u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191967,"ip":"45.79.190.133","ts":"2026-10-27 12:15:15.000000","proto":"tcp","src_port":55334,"dst_port":636,"service":"ldap","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: \u0022300c02010161070a010004000400\u0022, \u0022emulator_response_len\u0022: 14, \u0022bytes_in\u0022: 287, \u0022payload_entropy\u0022: 5.810721783964032, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022ldap\u0022, \u0022app_proto\u0022: \u0022ldap\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 636, \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: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220e6055fee7122941ca0f1d622dd15a271fb32ba8\u0022, \u0022event_fingerprint\u0022: \u0022aa1b21ed190acabcf8b04bc7249cc0e293d2d0e3\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ldap\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022f4d4668ab7fbd9cd5949c090873e8fbf\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 636, \u0022service\u0022: \u0022ldap\u0022, \u0022service_name\u0022: \u0022ldap\u0022, \u0022risk_score\u0022: 42}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\\u0000\ufffd\\u0000=\\u0000\u003C\\u00005\\u0000\/\\u0000\ufffd\\u0001\\u0000\\u0000\ufffd\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\f\\u0000\\n\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\\u0000#\\u0000\\u0000\\u0000\\u0016\\u0000\\u0000\\u0000\\u0017\\u0000\\u0000\\u0000\\r\\u0000*\\u0000(\\u0004\\u0003\\u0005\\u0003\\u0006\\u0003\\b\\u0007\\b\\b\\b\\t\\b\\n\\b\\u000b\\b\\u0004\\b\\u0005\\b\\u0006\\u0004\\u0001\\u0005\\u0001\\u0006\\u0001\\u0003\\u0003\\u0003\\u0001\\u0003\\u0002\\u0004\\u0002\\u0005\\u0002\\u0006\\u0002\\u0000+\\u0000\\t\\b\\u0003\\u0004\\u0003\\u0003\\u0003\\u0002\\u0003\\u0001\\u0000-\\u0000\\u0002\\u0001\\u0001\\u00003\\u0000\u0026\\u0000$\\u0000\\u001d\\u0000 \ufffd\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: \u0022a38f53f278ecb30ee807035ce0081515d8be666e\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022port\u0022: 636, \u0022service\u0022: \u0022ldap\u0022, \u0022service_label_fr\u0022: \u0022LDAP\u0022}, \u0022evidence_snippet\u0022: \u0022X3y_q\ufffd\ufffd6a\ufffd2\ufffd\ufffd\ufffd\ufffdj\ufffd[\ufffd\ufffdDXK\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034aL;@\ufffd\ufffd\ufffd~]\ufffdB\ufffdY\ufffd\ufffd\u003E\ufffd,\ufffd0\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\ufffd\ufffd$\ufffd(k\ufffd#\ufffd\u0027g\ufffd\\n\ufffd9\ufffd\\t\ufffd3\ufffd\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via LDAP:636 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022636 \u00b7 LDAP\u0022, \u0022emulator_service\u0022: \u0022ldap\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via LDAP \u2014 multi-protocole (101 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: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \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: \u0022ldap\u0022, \u0022service_label_fr\u0022: \u0022LDAP\u0022, \u0022dst_port\u0022: 636, \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-ldap\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022port\u0022: 636, \u0022service\u0022: \u0022ldap\u0022, \u0022service_label_fr\u0022: \u0022LDAP\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via LDAP:636 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022X3y_q\ufffd\ufffd6a\ufffd2\ufffd\ufffd\ufffd\ufffdj\ufffd[\ufffd\ufffdDXK\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034aL;@\ufffd\ufffd\ufffd~]\ufffdB\ufffdY\ufffd\ufffd\u003E\ufffd,\ufffd0\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\ufffd\ufffd$\ufffd(k\ufffd#\ufffd\u0027g\ufffd\\n\ufffd9\ufffd\\t\ufffd3\ufffd\u0022, \u0022target_port_label\u0022: \u0022636 \u00b7 LDAP\u0022, \u0022emulator_service\u0022: \u0022ldap\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 +23\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: \u0022ldap\u0022, \u0022service_banner\u0022: \u0022honeypot-ldap\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022636\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 109, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 25, \u0022scan_velocity_ports_per_s\u0022: 5.0, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 101, \u0022multi_protocol_sample\u0022: [\u0022admin-alt\u0022, \u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ldap_emulated\u0022, \u0022net_port_scan_fast\u0022, \u0022tls_clienthello\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":"[\u0022ldap_emulated\u0022, \u0022net_port_scan_fast\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":7,"bytes_in":287},{"id":9191964,"ip":"45.79.190.133","ts":"2026-10-27 12:15:14.000000","proto":"tcp","src_port":58413,"dst_port":587,"service":"smtp-submission","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: \u0022323230206d61696c2e6578616d706c652e636f6d2045534d545020506f737466697820285562756e7475290d0a3235302d6d61696c2e6578616d706c652e636f6d0d0a3235302d53495a452035323432383830300d0a3235302048454c500d0a\u0022, \u0022emulator_response_len\u0022: 96, \u0022bytes_in\u0022: 14, \u0022payload_entropy\u0022: 3.521640636343319, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022smtp-submission\u0022, \u0022app_proto\u0022: \u0022smtp-submission\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 587, \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: 5.7, \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: \u0022c1d1a7fd758d4d1e7aa36e10edc734404c359992\u0022, \u0022event_fingerprint\u0022: \u0022d4d2f53d822002fe13a43693142b2a8958b3b979\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022smtp-submission\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022079e562642c1b6cb8c0f06efcdea4fe6\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 587, \u0022service\u0022: \u0022smtp-submission\u0022, \u0022service_name\u0022: \u0022smtp-submission\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022EHLO masscan\\r\\n\u0022, \u0022request_sample\u0022: \u0022EHLO masscan\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022EHLO masscan\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022EHLO masscan\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022EHLO masscan\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \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: \u00225b2f0d17383edaa610dbaa21098f684b860853ab\u0022, \u0022protocol_details\u0022: {\u0022smtp_auth_fr\u0022: \u0022Sonde protocole SMTP\u0022, \u0022payload_preview\u0022: \u0022EHLO masscan\u0022, \u0022port\u0022: 587, \u0022service\u0022: \u0022smtp-submission\u0022, \u0022service_label_fr\u0022: \u0022SMTP SUBMISSION\u0022}, \u0022evidence_snippet\u0022: \u0022EHLO masscan\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SMTP SUBMISSION:587 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022587 \u00b7 SMTP SUBMISSION\u0022, \u0022emulator_service\u0022: \u0022smtp-submission\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \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 SMTP SUBMISSION \u2014 multi-protocole (100 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: 23}, \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: \u0022smtp-submission\u0022, \u0022service_label_fr\u0022: \u0022SMTP SUBMISSION\u0022, \u0022dst_port\u0022: 587, \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-smtp-submission\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022smtp_auth_fr\u0022: \u0022Sonde protocole SMTP\u0022, \u0022payload_preview\u0022: \u0022EHLO masscan\u0022, \u0022port\u0022: 587, \u0022service\u0022: \u0022smtp-submission\u0022, \u0022service_label_fr\u0022: \u0022SMTP SUBMISSION\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SMTP SUBMISSION:587 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022EHLO masscan\u0022, \u0022target_port_label\u0022: \u0022587 \u00b7 SMTP SUBMISSION\u0022, \u0022emulator_service\u0022: \u0022smtp-submission\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 +23\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: \u0022smtp_submission\u0022, \u0022service_banner\u0022: \u0022honeypot-smtp-submission\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022587\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 108, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 5.22, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 100, \u0022multi_protocol_sample\u0022: [\u0022admin-alt\u0022, \u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_port_scan_fast\u0022, \u0022smtp_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_burst\u0022, \u0022net_port_scan_fast\u0022, \u0022smtp_emulated\u0022]","anomalies":"[]","severity":7,"bytes_in":14},{"id":9191954,"ip":"45.79.190.133","ts":"2026-10-27 12:15:14.000000","proto":"tcp","src_port":49766,"dst_port":636,"service":"ldap","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: \u0022300c02010161070a010004000400\u0022, \u0022emulator_response_len\u0022: 14, \u0022bytes_in\u0022: 198, \u0022payload_entropy\u0022: 5.095068151621951, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022ldap\u0022, \u0022app_proto\u0022: \u0022ldap\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 636, \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: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.6, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220e6055fee7122941ca0f1d622dd15a271fb32ba8\u0022, \u0022event_fingerprint\u0022: \u0022aa1b21ed190acabcf8b04bc7249cc0e293d2d0e3\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022ldap\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00223c933bc7287aba0a85cea73df36f7f1d\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022, \u0022ja3\u0022: \u00229812cdc989e02988bd1f0734fb6ed1a5\u0022, \u0022ja4\u0022: \u002202e989b8de182cee890284ca0b599952\u0022, \u0022tls_version\u0022: \u00220x0303\u0022, \u0022tls_cipher_count\u0022: 30, \u0022ja3_client_category\u0022: \u0022nmap_scanner\u0022}, \u0022tls_ja3_hash\u0022: \u00229812cdc989e02988bd1f0734fb6ed1a5\u0022, \u0022tls_ja3\u0022: \u0022771,49195-52393-49196-49161-49162-49187-49188-49199-52392-49200-49171-49172-49191-49192-158-52394-159-51-57-103-107-156-157-60-61-47-53-10-5-255,11-10-35-22-23-13,29-23-30-25-24,0-1-2\u0022, \u0022tls_ja4_hash\u0022: \u002202e989b8de182cee890284ca0b599952\u0022, \u0022tls_ja4\u0022: \u0022t13d0130_2df37687d955_1e298527d56b\u0022, \u0022tls_version\u0022: \u00220x0303\u0022, \u0022tls_cipher_count\u0022: 30, \u0022ja3_client_category\u0022: \u0022nmap_scanner\u0022, \u0022target_context\u0022: {\u0022dst_port\u0022: 636, \u0022service\u0022: \u0022ldap\u0022, \u0022service_name\u0022: \u0022ldap\u0022, \u0022risk_score\u0022: 42}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0000\ufffd\\u0001\\u0000\\u0000\ufffd\\u0003\\u0003\ufffd\ufffd`P\u0125J\ufffd\\u0001u\\u00151#\u0027h\ufffd\ufffd=f\ufffd\\u0007\u0720\ufffd\\u001f\\u001f\ufffd?I\ufffd\ufffd\\u0000\\u0000\u003C\ufffd+\u0329\ufffd,\ufffd\\t\ufffd\\n\ufffd#\ufffd$\ufffd\/\u0328\ufffd0\ufffd\\u0013\ufffd\\u0014\ufffd\u0027\ufffd(\\u0000\ufffd\u032a\\u0000\ufffd\\u00003\\u00009\\u0000g\\u0000k\\u0000\ufffd\\u0000\ufffd\\u0000\u003C\\u0000=\\u0000\/\\u00005\\u0000\\n\\u0000\\u0005\\u0000\ufffd\\u0001\\u0000\\u0000X\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\f\\u0000\\n\\u0000\\u001d\\u0000\\u0017\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0000\ufffd\\u0001\\u0000\\u0000\ufffd\\u0003\\u0003\ufffd\ufffd`P\u0125J\ufffd\\u0001u\\u00151#\u0027h\ufffd\ufffd=f\ufffd\\u0007\u0720\ufffd\\u001f\\u001f\ufffd?I\ufffd\ufffd\\u0000\\u0000\u003C\ufffd+\u0329\ufffd,\ufffd\\t\ufffd\\n\ufffd#\ufffd$\ufffd\/\u0328\ufffd0\ufffd\\u0013\ufffd\\u0014\ufffd\u0027\ufffd(\\u0000\ufffd\u032a\\u0000\ufffd\\u00003\\u00009\\u0000g\\u0000k\\u0000\ufffd\\u0000\ufffd\\u0000\u003C\\u0000=\\u0000\/\\u00005\\u0000\\n\\u0000\\u0005\\u0000\ufffd\\u0001\\u0000\\u0000X\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\f\\u0000\\n\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\\u0000#\\u0000\\u0000\\u0000\\u0016\\u0000\\u0000\\u0000\\u0017\\u0000\\u0000\\u0000\\r\\u00000\\u0000.\\u0004\\u0003\\u0005\\u0003\\u0006\\u0003\\b\\u0007\\b\\b\\b\\t\\b\\n\\b\\u000b\\b\\u0004\\b\\u0005\\b\\u0006\\u0004\\u0001\\u0005\\u0001\\u0006\\u0001\\u0003\\u0003\\u0002\\u0003\\u0003\\u0001\\u0002\\u0001\\u0003\\u0002\\u0002\\u0002\\u0004\\u0002\\u0005\\u0002\\u0006\\u0002\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0000\ufffd\\u0001\\u0000\\u0000\ufffd\\u0003\\u0003\ufffd\ufffd`P\u0125J\ufffd\\u0001u\\u00151#\u0027h\ufffd\ufffd=f\ufffd\\u0007\u0720\ufffd\\u001f\\u001f\ufffd?I\ufffd\ufffd\\u0000\\u0000\u003C\ufffd+\u0329\ufffd,\ufffd\\t\ufffd\\n\ufffd#\ufffd$\ufffd\/\u0328\ufffd0\ufffd\\u0013\ufffd\\u0014\ufffd\u0027\ufffd(\\u0000\ufffd\u032a\\u0000\ufffd\\u00003\\u00009\\u0000g\\u0000k\\u0000\ufffd\\u0000\ufffd\\u0000\u003C\\u0000=\\u0000\/\\u00005\\u0000\\n\\u0000\\u0005\\u0000\ufffd\\u0001\\u0000\\u0000X\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\f\\u0000\\n\\u0000\\u001d\\u0000\\u0017\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022d7e4a450ab07d177950980febf8d142eb9704a97\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0000\ufffd\\u0001\\u0000\\u0000\ufffd\\u0003\\u0003\ufffd\ufffd`P\u0125J\ufffd\\u0001u\\u00151#\u0027h\ufffd\ufffd=f\ufffd\\u0007\u0720\ufffd\\u001f\\u001f\ufffd?I\ufffd\ufffd\\u0000\\u0000\u003C\ufffd+\u0329\ufffd,\ufffd\\t\ufffd\\n\ufffd#\ufffd$\ufffd\/\u0328\ufffd0\ufffd\\u0013\ufffd\\u0014\ufffd\u0027\ufffd(\\u0000\ufffd\u032a\\u0000\ufffd\\u00003\\u00009\\u0000g\\u0000k\\u0000\ufffd\\u0000\ufffd\\u0000\u003C\\u0000=\\u0000\/\\u00005\\u0000\\n\\u0000\\u0005\\u0000\ufffd\\u0001\\u0000\\u0000X\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\f\\u0000\\n\\u0000\\u001d\\u0000\\u0017\u0022, \u0022tls_ja3\u0022: \u00229812cdc989e02988bd1f0734fb6ed1a5\u0022, \u0022tls_ja4\u0022: \u002202e989b8de182cee890284ca0b599952\u0022, \u0022port\u0022: 636, \u0022service\u0022: \u0022ldap\u0022, \u0022service_label_fr\u0022: \u0022LDAP\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd`P\u0125J\ufffdu1#\u0027h\ufffd\ufffd=f\ufffd\u0720\ufffd\ufffd?I\ufffd\ufffd\u003C\ufffd+\u0329\ufffd,\ufffd\\t\ufffd\\n\ufffd#\ufffd$\ufffd\/\u0328\ufffd0\ufffd\ufffd\ufffd\u0027\ufffd(\ufffd\u032a\ufffd39gk\ufffd\ufffd\u003C=\/5\\n\ufffdX\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via LDAP:636 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022636 \u00b7 LDAP\u0022, \u0022emulator_service\u0022: \u0022ldap\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via LDAP \u2014 multi-protocole (97 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: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \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: \u0022ldap\u0022, \u0022service_label_fr\u0022: \u0022LDAP\u0022, \u0022dst_port\u0022: 636, \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-ldap\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0000\ufffd\\u0001\\u0000\\u0000\ufffd\\u0003\\u0003\ufffd\ufffd`P\u0125J\ufffd\\u0001u\\u00151#\u0027h\ufffd\ufffd=f\ufffd\\u0007\u0720\ufffd\\u001f\\u001f\ufffd?I\ufffd\ufffd\\u0000\\u0000\u003C\ufffd+\u0329\ufffd,\ufffd\\t\ufffd\\n\ufffd#\ufffd$\ufffd\/\u0328\ufffd0\ufffd\\u0013\ufffd\\u0014\ufffd\u0027\ufffd(\\u0000\ufffd\u032a\\u0000\ufffd\\u00003\\u00009\\u0000g\\u0000k\\u0000\ufffd\\u0000\ufffd\\u0000\u003C\\u0000=\\u0000\/\\u00005\\u0000\\n\\u0000\\u0005\\u0000\ufffd\\u0001\\u0000\\u0000X\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\f\\u0000\\n\\u0000\\u001d\\u0000\\u0017\u0022, \u0022tls_ja3\u0022: \u00229812cdc989e02988bd1f0734fb6ed1a5\u0022, \u0022tls_ja4\u0022: \u002202e989b8de182cee890284ca0b599952\u0022, \u0022port\u0022: 636, \u0022service\u0022: \u0022ldap\u0022, \u0022service_label_fr\u0022: \u0022LDAP\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via LDAP:636 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\ufffd\ufffd`P\u0125J\ufffdu1#\u0027h\ufffd\ufffd=f\ufffd\u0720\ufffd\ufffd?I\ufffd\ufffd\u003C\ufffd+\u0329\ufffd,\ufffd\\t\ufffd\\n\ufffd#\ufffd$\ufffd\/\u0328\ufffd0\ufffd\ufffd\ufffd\u0027\ufffd(\ufffd\u032a\ufffd39gk\ufffd\ufffd\u003C=\/5\\n\ufffdX\u0022, \u0022target_port_label\u0022: \u0022636 \u00b7 LDAP\u0022, \u0022emulator_service\u0022: \u0022ldap\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 +23\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}]}, \u0022meta_truncated\u0022: true, \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: \u0022ldap\u0022, \u0022service_banner\u0022: \u0022honeypot-ldap\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022636\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 105, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 25, \u0022scan_velocity_ports_per_s\u0022: 5.42, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 97, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022ldap_emulated\u0022, \u0022net_port_scan_fast\u0022, \u0022tls_clienthello\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":"[\u0022ldap_emulated\u0022, \u0022net_port_scan_fast\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":7,"bytes_in":198},{"id":9191965,"ip":"45.79.190.133","ts":"2026-10-27 12:15:13.000000","proto":"tcp","src_port":24926,"dst_port":3306,"service":"mysql","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: \u0022380000000a382e302e33322d4d7953514c0004030201112233445566778899aabbccddeeff006d7973716c5f6e61746976655f70617373776f726400\u0022, \u0022emulator_response_len\u0022: 60, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022mysql\u0022, \u0022app_proto\u0022: \u0022mysql\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 3306, \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: 4.6, \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: \u0022b1020e21b3d9f109d6025c5f30f49cae79775d74\u0022, \u0022event_fingerprint\u0022: \u0022fc636b2a9fe65cd127101ef17af779a5183b0a0c\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022mysql\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 3306, \u0022service\u0022: \u0022mysql\u0022, \u0022service_name\u0022: \u0022mysql\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ed24b1ab4b75c6a3507bce9a4e30f5538119e65f\u0022, \u0022protocol_details\u0022: {\u0022mysql_auth_fr\u0022: \u0022Handshake MySQL (auth)\u0022, \u0022port\u0022: 3306, \u0022service\u0022: \u0022mysql\u0022, \u0022service_label_fr\u0022: \u0022MYSQL\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via MYSQL:3306 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00223306 \u00b7 MYSQL\u0022, \u0022emulator_service\u0022: \u0022mysql\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \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 MYSQL \u2014 multi-protocole (101 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: 23}, \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: \u0022mysql\u0022, \u0022service_label_fr\u0022: \u0022MYSQL\u0022, \u0022dst_port\u0022: 3306, \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: \u00228.0.32-MySQL\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022mysql_auth_fr\u0022: \u0022Handshake MySQL (auth)\u0022, \u0022port\u0022: 3306, \u0022service\u0022: \u0022mysql\u0022, \u0022service_label_fr\u0022: \u0022MYSQL\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via MYSQL:3306 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, 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\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: \u0022mysql\u0022, \u0022service_banner\u0022: \u00228.0.32-MySQL\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00223306\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 109, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 25, \u0022scan_velocity_ports_per_s\u0022: 5.23, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 101, \u0022multi_protocol_sample\u0022: [\u0022admin-alt\u0022, \u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022mysql_emulated\u0022, \u0022mysql_handshake\u0022, \u0022net_bruteforce_burst\u0022, \u0022net_port_scan_fast\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":"[\u0022mysql_emulated\u0022, \u0022mysql_handshake\u0022, \u0022net_bruteforce_burst\u0022, \u0022net_port_scan_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191961,"ip":"45.79.190.133","ts":"2026-10-27 12:15:13.000000","proto":"tcp","src_port":49774,"dst_port":9999,"service":"admin-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: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b\u0022, \u0022emulator_response_len\u0022: 82, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022admin-alt\u0022, \u0022app_proto\u0022: \u0022admin-alt\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 9999, \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: 3.1, \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: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220470f9bae4edfa8d863371c8bf7fde08f8b7e9a4\u0022, \u0022event_fingerprint\u0022: \u00222cfee02dc5cd3fc25c2a80133168adbf503e7198\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022admin-alt\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 9999, \u0022service\u0022: \u0022admin-alt\u0022, \u0022service_name\u0022: \u0022admin-alt\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00229225b9aa8effa8b7dfbea3397e6874462231fa23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9999, \u0022service\u0022: \u0022admin-alt\u0022, \u0022service_label_fr\u0022: \u0022ADMIN ALT\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via ADMIN ALT:9999 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00229999 \u00b7 ADMIN ALT\u0022, \u0022emulator_service\u0022: \u0022admin-alt\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via ADMIN ALT \u2014 multi-protocole (99 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: 23}, \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: \u0022admin-alt\u0022, \u0022service_label_fr\u0022: \u0022ADMIN ALT\u0022, \u0022dst_port\u0022: 9999, \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-admin-alt\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 9999, \u0022service\u0022: \u0022admin-alt\u0022, \u0022service_label_fr\u0022: \u0022ADMIN ALT\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via ADMIN ALT:9999 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00229999 \u00b7 ADMIN ALT\u0022, \u0022emulator_service\u0022: \u0022admin-alt\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\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: \u0022admin_alt\u0022, \u0022service_banner\u0022: \u0022honeypot-admin-alt\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00229999\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 107, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 27, \u0022scan_velocity_ports_per_s\u0022: 5.53, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 99, \u0022multi_protocol_sample\u0022: [\u0022admin-alt\u0022, \u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191955,"ip":"45.79.190.133","ts":"2026-10-27 12:15:13.000000","proto":"tcp","src_port":44201,"dst_port":8008,"service":"http-alt-8008","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b\u0022, \u0022emulator_response_len\u0022: 82, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022http-alt-8008\u0022, \u0022app_proto\u0022: \u0022http-alt-8008\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 8008, \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: 2.0, \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: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00225ab5d9261337e36f01c9ba8b33639c9a317f9645\u0022, \u0022event_fingerprint\u0022: \u00221b07f7b55628f9da9889c4eaa80386e1f3d7e234\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022http-alt-8008\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8008, \u0022service\u0022: \u0022http-alt-8008\u0022, \u0022service_name\u0022: \u0022http-alt-8008\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00226603439ae1c09298e63cdbbdd5a9b8dff12790d6\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 8008, \u0022service\u0022: \u0022http-alt-8008\u0022, \u0022service_label_fr\u0022: \u0022HTTP ALT 8008\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTP ALT 8008:8008 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228008 \u00b7 HTTP ALT 8008\u0022, \u0022emulator_service\u0022: \u0022http-alt-8008\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via HTTP ALT 8008 \u2014 multi-protocole (98 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: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022http-alt-8008\u0022, \u0022service_label_fr\u0022: \u0022HTTP ALT 8008\u0022, \u0022dst_port\u0022: 8008, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-http-alt-8008\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 8008, \u0022service\u0022: \u0022http-alt-8008\u0022, \u0022service_label_fr\u0022: \u0022HTTP ALT 8008\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTP ALT 8008:8008 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00228008 \u00b7 HTTP ALT 8008\u0022, \u0022emulator_service\u0022: \u0022http-alt-8008\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: 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\u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022http_alt_8008\u0022, \u0022service_banner\u0022: \u0022honeypot-http-alt-8008\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228008\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 106, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 5.55, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 98, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191951,"ip":"45.79.190.133","ts":"2026-10-27 12:15:13.000000","proto":"tcp","src_port":49664,"dst_port":2000,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 2000, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 8.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.9, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002211d781f435be385e790f12a50d8dd07e73dcea3f\u0022, \u0022event_fingerprint\u0022: \u00221296284fb2fe7a2092ec2b24342ad61cb876d214\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 2000, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022dcf81e2868c921179b06576a8a0933e6263a9269\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 2000}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 2000 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00222000\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (97 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: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 2000, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 2000}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 2000 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00222000\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022generic\u0022, \u0022service_banner\u0022: \u0022honeypot\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00222000\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 103, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 5.24, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 97, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191943,"ip":"45.79.190.133","ts":"2026-10-27 12:15:13.000000","proto":"tcp","src_port":49685,"dst_port":5060,"service":"sip","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: \u00225349502f322e3020323030204f4b0d0a5669613a205349502f322e302f55445020686f6e6579706f740d0a46726f6d3a203c7369703a686f6e6579706f74406c6f63616c3e3b7461673d6870310d0a546f3a203c7369703a70726f6265406c6f63616c3e3b7461673d6870320d0a43616c6c2d49443a20686f6e6579706f742d\u0022, \u0022emulator_response_len\u0022: 215, \u0022bytes_in\u0022: 223, \u0022payload_entropy\u0022: 5.197167462839961, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022sip\u0022, \u0022app_proto\u0022: \u0022sip\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 5060, \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: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022ca82b3b63b4b39a5cf06d5223d7dfd57ee977c99\u0022, \u0022event_fingerprint\u0022: \u002298c5272f4f6c6dc508679b7c4253902b2a7230a2\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022sip\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00220712a7f81d9d033f2caa8a8a90bbc4a8\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5060, \u0022service\u0022: \u0022sip\u0022, \u0022service_name\u0022: \u0022sip\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42 \u0022, \u0022request_sample\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42 OPTIONS\\r\\nMax-Forwards: 70\\r\\nContent-Length: 0\\r\\nContact: \u003Csip:nm@nm\u003E\\r\\nAccept: application\/sdp\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42 OPTIONS\\r\\nMax-Forwards: 70\\r\\nContent-Length: 0\\r\\nContact: \u003Csip:nm@nm\u003E\\r\\nAccept: application\/sdp\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: \u0022d18d67d6e4c0f907832a432138a807c38b0cec7a\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022port\u0022: 5060, \u0022service\u0022: \u0022sip\u0022, \u0022service_label_fr\u0022: \u0022SIP\u0022}, \u0022evidence_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SIP:5060 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00225060 \u00b7 SIP\u0022, \u0022emulator_service\u0022: \u0022sip\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via SIP \u2014 multi-protocole (95 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: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \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: \u0022sip\u0022, \u0022service_label_fr\u0022: \u0022SIP\u0022, \u0022dst_port\u0022: 5060, \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-sip\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022port\u0022: 5060, \u0022service\u0022: \u0022sip\u0022, \u0022service_label_fr\u0022: \u0022SIP\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via SIP:5060 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022target_port_label\u0022: \u00225060 \u00b7 SIP\u0022, \u0022emulator_service\u0022: \u0022sip\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 +23\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: \u0022sip\u0022, \u0022service_banner\u0022: \u0022honeypot-sip\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225060\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 101, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 143, 179, 389], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 28, \u0022scan_velocity_ports_per_s\u0022: 5.63, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 95, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\u0022, \u0022sip_emulated\u0022, \u0022sip_payload\u0022, \u0022sip_voip_probe\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_fast\u0022, \u0022sip_emulated\u0022, \u0022sip_payload\u0022, \u0022sip_voip_probe\u0022]","anomalies":"[]","severity":7,"bytes_in":223},{"id":9191953,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":49663,"dst_port":10443,"service":"https","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b\u0022, \u0022emulator_response_len\u0022: 82, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022https\u0022, \u0022app_proto\u0022: \u0022https\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 10443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 33.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 33.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022358307f4560498a807da3b4dd1d5be9dab40ac27\u0022, \u0022event_fingerprint\u0022: \u00227127e0cbe7d6c99cc93e9927b8c66f5194e98327\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 33.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10443, \u0022service\u0022: \u0022https\u0022, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00227f41d5106b621e713cba477c1e39710eaf2be870\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:10443 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via HTTPS \u2014 multi-protocole (97 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: 33.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022, \u0022dst_port\u0022: 10443, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-https\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:10443 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022https\u0022, \u0022service_banner\u0022: \u0022honeypot-https\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210443\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 104, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 24, \u0022scan_velocity_ports_per_s\u0022: 5.36, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 97, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022http_alt_port\u0022, \u0022net_port_scan_fast\u0022], \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":"[\u0022http_alt_port\u0022, \u0022net_port_scan_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191949,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":28211,"dst_port":119,"service":"nntp","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: \u002232303020486f6e6579706f74204e4e54502072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022nntp\u0022, \u0022app_proto\u0022: \u0022nntp\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 119, \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: 4.5, \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: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00221452598498fc6c115a7f1b12d0d65043e6166cbf\u0022, \u0022event_fingerprint\u0022: \u00220c57cbc325d6f2ff44cd5fccc34736c8003b5aec\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022nntp\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 119, \u0022service\u0022: \u0022nntp\u0022, \u0022service_name\u0022: \u0022nntp\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, 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\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: \u0022nntp\u0022, \u0022service_banner\u0022: \u0022honeypot-nntp\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022119\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 102, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 119, 143, 179], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 27, \u0022scan_velocity_ports_per_s\u0022: 5.66, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022telecom\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 96, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191942,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":49675,"dst_port":5051,"service":"kafka-ssl","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: \u002232323020686f6e6579706f74206b61666b615f73736c20726561647920706f72743d353035310d0a\u0022, \u0022emulator_response_len\u0022: 40, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022kafka-ssl\u0022, \u0022app_proto\u0022: \u0022kafka-ssl\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 5051, \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: 5.0, \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: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00227445e39a12096894d10279b2f3fda03afb19a423\u0022, \u0022event_fingerprint\u0022: \u0022104e61c717a0d99ada5892bd05c2b57840bcb49b\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022kafka-ssl\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5051, \u0022service\u0022: \u0022kafka-ssl\u0022, \u0022service_name\u0022: \u0022kafka-ssl\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022173eaee3feb63dccbef2aabe280198cd0141bdec\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 5051, \u0022service\u0022: \u0022kafka-ssl\u0022, \u0022service_label_fr\u0022: \u0022KAFKA SSL\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KAFKA SSL:5051 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00225051 \u00b7 KAFKA SSL\u0022, \u0022emulator_service\u0022: \u0022kafka-ssl\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via KAFKA SSL \u2014 multi-protocole (94 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: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022kafka-ssl\u0022, \u0022service_label_fr\u0022: \u0022KAFKA SSL\u0022, \u0022dst_port\u0022: 5051, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-kafka-ssl\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 5051, \u0022service\u0022: \u0022kafka-ssl\u0022, \u0022service_label_fr\u0022: \u0022KAFKA SSL\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KAFKA SSL:5051 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00225051 \u00b7 KAFKA SSL\u0022, \u0022emulator_service\u0022: \u0022kafka-ssl\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022kafka_ssl\u0022, \u0022service_banner\u0022: \u0022honeypot-kafka-ssl\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225051\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 100, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 143, 179, 389], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 27, \u0022scan_velocity_ports_per_s\u0022: 5.49, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 94, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191939,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":15703,"dst_port":5357,"service":null,"classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: null, \u0022app_proto\u0022: null, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 5357, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 8.0, \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: 8.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00221968f242043455df29b69071186e43f2cf4f2c95\u0022, \u0022event_fingerprint\u0022: \u0022fd2fb2485875ed413171d98d44cb51bafe927ad3\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5357, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022ea34803f4490f01bc5701c3097917bd5ac11641d\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 5357}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 5357 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00225357\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (93 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: 8.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: null, \u0022service_label_fr\u0022: null, \u0022dst_port\u0022: 5357, \u0022protocol_emulated\u0022: null, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 5357}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 port 5357 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00225357\u0022, \u0022emulator_service\u0022: null, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, 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\u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 93, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0},{"id":9191934,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":2315,"dst_port":8443,"service":"https","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b\u0022, \u0022emulator_response_len\u0022: 82, \u0022bytes_in\u0022: 287, \u0022payload_entropy\u0022: 5.810721783964032, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022https\u0022, \u0022app_proto\u0022: \u0022https\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 8443, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 33.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 33.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002282e7005f91727a126e0d4c319fff2fcb94ce35d5\u0022, \u0022event_fingerprint\u0022: \u0022ebbf50493a5cd01037444d3e811aea60318e67dd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 33.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022f4d4668ab7fbd9cd5949c090873e8fbf\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8443, \u0022service\u0022: \u0022https\u0022, \u0022service_name\u0022: \u0022https\u0022, \u0022risk_score\u0022: 42}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\\u0000\ufffd\\u0000=\\u0000\u003C\\u00005\\u0000\/\\u0000\ufffd\\u0001\\u0000\\u0000\ufffd\\u0000\\u000b\\u0000\\u0004\\u0003\\u0000\\u0001\\u0002\\u0000\\n\\u0000\\f\\u0000\\n\\u0000\\u001d\\u0000\\u0017\\u0000\\u001e\\u0000\\u0019\\u0000\\u0018\\u0000#\\u0000\\u0000\\u0000\\u0016\\u0000\\u0000\\u0000\\u0017\\u0000\\u0000\\u0000\\r\\u0000*\\u0000(\\u0004\\u0003\\u0005\\u0003\\u0006\\u0003\\b\\u0007\\b\\b\\b\\t\\b\\n\\b\\u000b\\b\\u0004\\b\\u0005\\b\\u0006\\u0004\\u0001\\u0005\\u0001\\u0006\\u0001\\u0003\\u0003\\u0003\\u0001\\u0003\\u0002\\u0004\\u0002\\u0005\\u0002\\u0006\\u0002\\u0000+\\u0000\\t\\b\\u0003\\u0004\\u0003\\u0003\\u0003\\u0002\\u0003\\u0001\\u0000-\\u0000\\u0002\\u0001\\u0001\\u00003\\u0000\u0026\\u0000$\\u0000\\u001d\\u0000 \ufffd\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022751f7ea84b5e32f27d2b33546ddcf6049b140e7f\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022port\u0022: 8443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022evidence_snippet\u0022: \u0022X3y_q\ufffd\ufffd6a\ufffd2\ufffd\ufffd\ufffd\ufffdj\ufffd[\ufffd\ufffdDXK\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034aL;@\ufffd\ufffd\ufffd~]\ufffdB\ufffdY\ufffd\ufffd\u003E\ufffd,\ufffd0\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\ufffd\ufffd$\ufffd(k\ufffd#\ufffd\u0027g\ufffd\\n\ufffd9\ufffd\\t\ufffd3\ufffd\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:8443 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u00228443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 3 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via HTTPS \u2014 multi-protocole (89 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: 33.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022attack_stage_label\u0022: \u0022Reconnaissance\u0022, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022Reconnaissance\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022, \u0022dst_port\u0022: 8443, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022Beh Scan Burst\u0022, \u0022Beh Multi Port 60S\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-https\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0001\\u001a\\u0001\\u0000\\u0001\\u0016\\u0003\\u0003\\u0002X3y_q\\u0003\ufffd\\u0007\ufffd6a\ufffd2\ufffd\ufffd\ufffd\\u0010\ufffdj\ufffd[\ufffd\\u0003\ufffdDXK\\u0019\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034a\\u0011L;@\\u001c\ufffd\\u0002\ufffd\\u001a\ufffd~]\ufffdB\ufffd\\u001e\\u0017\\u001eY\ufffd\ufffd\\u0000\u003E\\u0013\\u0002\\u0013\\u0003\\u0013\\u0001\ufffd,\ufffd0\\u0000\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\\u0000\ufffd\ufffd$\ufffd(\\u0000k\ufffd#\ufffd\u0027\\u0000g\ufffd\\n\ufffd\\u0014\\u00009\ufffd\\t\ufffd\\u0013\\u00003\\u0000\ufffd\u0022, \u0022port\u0022: 8443, \u0022service\u0022: \u0022https\u0022, \u0022service_label_fr\u0022: \u0022HTTPS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTPS:8443 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022X3y_q\ufffd\ufffd6a\ufffd2\ufffd\ufffd\ufffd\ufffdj\ufffd[\ufffd\ufffdDXK\ufffdBj d\ufffd\ufffd(\ufffd\u9c5d\u034aL;@\ufffd\ufffd\ufffd~]\ufffdB\ufffdY\ufffd\ufffd\u003E\ufffd,\ufffd0\ufffd\u0329\u0328\u032a\ufffd+\ufffd\/\ufffd\ufffd$\ufffd(k\ufffd#\ufffd\u0027g\ufffd\\n\ufffd9\ufffd\\t\ufffd3\ufffd\u0022, \u0022target_port_label\u0022: \u00228443 \u00b7 HTTPS\u0022, \u0022emulator_service\u0022: \u0022https\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 +23\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022https\u0022, \u0022service_banner\u0022: \u0022honeypot-https\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228443\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 95, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 143, 179, 389], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 5.32, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 89, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022, \u0022cpanel-whm\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022http_alt_port\u0022, \u0022net_port_scan_fast\u0022, \u0022tls_clienthello\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":"[\u0022http_alt_port\u0022, \u0022net_port_scan_fast\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":7,"bytes_in":287},{"id":9191933,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":49715,"dst_port":88,"service":"kerberos","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: \u00226e82000c0a104142434445464748494a\u0022, \u0022emulator_response_len\u0022: 16, \u0022bytes_in\u0022: 117, \u0022payload_entropy\u0022: 5.017384795565958, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022kerberos\u0022, \u0022app_proto\u0022: \u0022kerberos\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 88, \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: 15.0, \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: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022513981810bff3e8bad03c69353ecf4ebd6ca7c68\u0022, \u0022event_fingerprint\u0022: \u0022913d44813db075acdef68e978cb3225e3e208a9e\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022kerberos\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022cadb0423aaf435668f733a341f057883\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 88, \u0022service\u0022: \u0022kerberos\u0022, \u0022service_name\u0022: \u0022kerberos\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000qj\ufffdn0\ufffdk\ufffd\\u0003\\u0002\\u0001\\u0005\ufffd\\u0003\\u0002\\u0001\\n\ufffd\ufffd^0\\\\\ufffd\\u0007\\u0003\\u0005\\u0000P\ufffd\\u0000\\u0010\ufffd\\u0004\\u001b\\u0002NM\ufffd\\u00170\\u0015\ufffd\\u0003\\u0002\\u0001\\u0000\ufffd\\u000e0\\f\\u001b\\u0006krbtgt\\u001b\\u0002NM\ufffd\\u0011\\u0018\\u000f19700101000000Z\ufffd\\u0006\\u0002\\u0004\\u001f\\u001e\ufffd\u0668\\u00170\\u0015\\u0002\\u0001\\u0012\\u0002\\u0001\\u0011\\u0002\\u0001\\u0010\\u0002\\u0001\\u0017\\u0002\\u0001\\u0001\\u0002\\u0001\\u0003\\u0002\\u0001\\u0002\u0022, \u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000qj\ufffdn0\ufffdk\ufffd\\u0003\\u0002\\u0001\\u0005\ufffd\\u0003\\u0002\\u0001\\n\ufffd\ufffd^0\\\\\ufffd\\u0007\\u0003\\u0005\\u0000P\ufffd\\u0000\\u0010\ufffd\\u0004\\u001b\\u0002NM\ufffd\\u00170\\u0015\ufffd\\u0003\\u0002\\u0001\\u0000\ufffd\\u000e0\\f\\u001b\\u0006krbtgt\\u001b\\u0002NM\ufffd\\u0011\\u0018\\u000f19700101000000Z\ufffd\\u0006\\u0002\\u0004\\u001f\\u001e\ufffd\u0668\\u00170\\u0015\\u0002\\u0001\\u0012\\u0002\\u0001\\u0011\\u0002\\u0001\\u0010\\u0002\\u0001\\u0017\\u0002\\u0001\\u0001\\u0002\\u0001\\u0003\\u0002\\u0001\\u0002\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000qj\ufffdn0\ufffdk\ufffd\\u0003\\u0002\\u0001\\u0005\ufffd\\u0003\\u0002\\u0001\\n\ufffd\ufffd^0\\\\\ufffd\\u0007\\u0003\\u0005\\u0000P\ufffd\\u0000\\u0010\ufffd\\u0004\\u001b\\u0002NM\ufffd\\u00170\\u0015\ufffd\\u0003\\u0002\\u0001\\u0000\ufffd\\u000e0\\f\\u001b\\u0006krbtgt\\u001b\\u0002NM\ufffd\\u0011\\u0018\\u000f19700101000000Z\ufffd\\u0006\\u0002\\u0004\\u001f\\u001e\ufffd\u0668\\u00170\\u0015\\u0002\\u0001\\u0012\\u0002\\u0001\\u0011\\u0002\\u0001\\u0010\\u0002\\u0001\\u0017\\u0002\\u0001\\u0001\\u0002\\u0001\\u0003\\u0002\\u0001\\u0002\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000qj\ufffdn0\ufffdk\ufffd\\u0003\\u0002\\u0001\\u0005\ufffd\\u0003\\u0002\\u0001\\n\ufffd\ufffd^0\\\\\ufffd\\u0007\\u0003\\u0005\\u0000P\ufffd\\u0000\\u0010\ufffd\\u0004\\u001b\\u0002NM\ufffd\\u00170\\u0015\ufffd\\u0003\\u0002\\u0001\\u0000\ufffd\\u000e0\\f\\u001b\\u0006krbtgt\\u001b\\u0002NM\ufffd\\u0011\\u0018\\u000f19700101000000Z\ufffd\\u0006\\u0002\\u0004\\u001f\\u001e\ufffd\u0668\\u00170\\u0015\\u0002\\u0001\\u0012\\u0002\\u0001\\u0011\\u0002\\u0001\\u0010\\u0002\\u0001\\u0017\\u0002\\u0001\\u0001\\u0002\\u0001\\u0003\\u0002\\u0001\\u0002\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000qj\ufffdn0\ufffdk\ufffd\\u0003\\u0002\\u0001\\u0005\ufffd\\u0003\\u0002\\u0001\\n\ufffd\ufffd^0\\\\\ufffd\\u0007\\u0003\\u0005\\u0000P\ufffd\\u0000\\u0010\ufffd\\u0004\\u001b\\u0002NM\ufffd\\u00170\\u0015\ufffd\\u0003\\u0002\\u0001\\u0000\ufffd\\u000e0\\f\\u001b\\u0006krbtgt\\u001b\\u0002NM\ufffd\\u0011\\u0018\\u000f19700101000000Z\ufffd\\u0006\\u0002\\u0004\\u001f\\u001e\ufffd\u0668\\u00170\\u0015\\u0002\\u0001\\u0012\\u0002\\u0001\\u0011\\u0002\\u0001\\u0010\\u0002\\u0001\\u0017\\u0002\\u0001\\u0001\\u0002\\u0001\\u0003\\u0002\\u0001\\u0002\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: \u00225454b3b6f35d25fea18dd6dfe7765606d40e5cd6\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000qj\ufffdn0\ufffdk\ufffd\\u0003\\u0002\\u0001\\u0005\ufffd\\u0003\\u0002\\u0001\\n\ufffd\ufffd^0\\\\\ufffd\\u0007\\u0003\\u0005\\u0000P\ufffd\\u0000\\u0010\ufffd\\u0004\\u001b\\u0002NM\ufffd\\u00170\\u0015\ufffd\\u0003\\u0002\\u0001\\u0000\ufffd\\u000e0\\f\\u001b\\u0006krbtgt\\u001b\\u0002NM\ufffd\\u0011\\u0018\\u000f19700101000000Z\ufffd\\u0006\\u0002\\u0004\\u001f\\u001e\ufffd\u0668\\u00170\\u0015\\u0002\\u0001\\u0012\\u0002\\u0001\\u0011\\u0002\\u0001\\u0010\\u0002\\u0001\\u0017\\u0002\\u0001\\u0001\\u0002\\u0001\\u0003\\u0002\\u0001\\u0002\u0022, \u0022port\u0022: 88, \u0022service\u0022: \u0022kerberos\u0022, \u0022service_label_fr\u0022: \u0022KERBEROS\u0022}, \u0022evidence_snippet\u0022: \u0022qj\ufffdn0\ufffdk\ufffd\ufffd\\n\ufffd\ufffd^0\\\\\ufffdP\ufffd\ufffdNM\ufffd0\ufffd\ufffd0krbtgtNM\ufffd19700101000000Z\ufffd\ufffd\u06680\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KERBEROS:88 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002288 \u00b7 KERBEROS\u0022, \u0022emulator_service\u0022: \u0022kerberos\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via KERBEROS \u2014 multi-protocole (89 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: 15.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \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: \u0022kerberos\u0022, \u0022service_label_fr\u0022: \u0022KERBEROS\u0022, \u0022dst_port\u0022: 88, \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-kerberos\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000qj\ufffdn0\ufffdk\ufffd\\u0003\\u0002\\u0001\\u0005\ufffd\\u0003\\u0002\\u0001\\n\ufffd\ufffd^0\\\\\ufffd\\u0007\\u0003\\u0005\\u0000P\ufffd\\u0000\\u0010\ufffd\\u0004\\u001b\\u0002NM\ufffd\\u00170\\u0015\ufffd\\u0003\\u0002\\u0001\\u0000\ufffd\\u000e0\\f\\u001b\\u0006krbtgt\\u001b\\u0002NM\ufffd\\u0011\\u0018\\u000f19700101000000Z\ufffd\\u0006\\u0002\\u0004\\u001f\\u001e\ufffd\u0668\\u00170\\u0015\\u0002\\u0001\\u0012\\u0002\\u0001\\u0011\\u0002\\u0001\\u0010\\u0002\\u0001\\u0017\\u0002\\u0001\\u0001\\u0002\\u0001\\u0003\\u0002\\u0001\\u0002\u0022, \u0022port\u0022: 88, \u0022service\u0022: \u0022kerberos\u0022, \u0022service_label_fr\u0022: \u0022KERBEROS\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via KERBEROS:88 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022qj\ufffdn0\ufffdk\ufffd\ufffd\\n\ufffd\ufffd^0\\\\\ufffdP\ufffd\ufffdNM\ufffd0\ufffd\ufffd0krbtgtNM\ufffd19700101000000Z\ufffd\ufffd\u06680\u0022, \u0022target_port_label\u0022: \u002288 \u00b7 KERBEROS\u0022, \u0022emulator_service\u0022: \u0022kerberos\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\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: \u0022kerberos\u0022, \u0022service_banner\u0022: \u0022honeypot-kerberos\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002288\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 95, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 143, 179, 389], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 27, \u0022scan_velocity_ports_per_s\u0022: 5.49, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 89, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022, \u0022cpanel-whm\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022kerberos_probe\u0022, \u0022net_port_scan_fast\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":"[\u0022kerberos_probe\u0022, \u0022net_port_scan_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":117},{"id":9191931,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":62185,"dst_port":8081,"service":"http","classification":"port_scan_syn","waf_score":28,"waf_tags":"[\u0022950318:lfi-14\u0022, \u0022950326:rce-0\u0022, \u0022950382:rce-14\u0022, \u0022950470:nosqli-3\u0022]","http_method":"OPTIONS","http_target":"sip:nm","sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b\u0022, \u0022emulator_response_len\u0022: 82, \u0022http_header_count\u0022: 9, \u0022http_query_params\u0022: 0, \u0022http_path_depth\u0022: 1, \u0022http_path_ext\u0022: null, \u0022http_ua_hash\u0022: null, \u0022http_host_hash\u0022: null, \u0022http_target_hash\u0022: \u0022edfbcd9ebc2dbd247c08b04deff9a93e0b578f9b\u0022, \u0022http_referer_hash\u0022: null, \u0022http_method\u0022: \u0022OPTIONS\u0022, \u0022http_ua_is_cli\u0022: false, \u0022http_ua_is_browser\u0022: false, \u0022bytes_in\u0022: 223, \u0022payload_entropy\u0022: 5.197167462839961, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022http\u0022, \u0022app_proto\u0022: \u0022http\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 8081, \u0022risk_waf\u0022: 100.0, \u0022risk_classification\u0022: 64.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 43.0, \u0022risk_novelty\u0022: 25.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 5.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 100.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 43.0, \u0022novelty\u0022: 25.0}, \u0022risk_score\u0022: 66, \u0022tag_count\u0022: 6, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b35ffc583531c6f81afe32eca1dd4441f14a155d\u0022, \u0022event_fingerprint\u0022: \u002202546ff6832d96f961b9f30cd70bb05ff152a5ea\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 293, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 100.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 43.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 66, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022http\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00220712a7f81d9d033f2caa8a8a90bbc4a8\u0022, \u0022path_pattern_hash\u0022: \u0022c8c6658a580b8c0b34d72503515b4d60\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 8081, \u0022service\u0022: \u0022http\u0022, \u0022service_name\u0022: \u0022http\u0022, \u0022risk_score\u0022: 66}, \u0022payload_preview\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42 \u0022, \u0022method\u0022: \u0022OPTIONS\u0022, \u0022path\u0022: \u0022sip:nm\u0022, \u0022waf_tags\u0022: [\u0022950318:lfi-14\u0022, \u0022950326:rce-0\u0022, \u0022950382:rce-14\u0022, \u0022950470:nosqli-3\u0022], \u0022waf_rule_names\u0022: [\u0022lfi-14\u0022, \u0022rce-0\u0022, \u0022rce-14\u0022, \u0022nosqli-3\u0022], \u0022request_line\u0022: \u0022OPTIONS sip:nm HTTP\/1.1\u0022, \u0022request_sample\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42 OPTIONS\\r\\nMax-Forwards: 70\\r\\nContent-Length: 0\\r\\nContact: \u003Csip:nm@nm\u003E\\r\\nAccept: application\/sdp\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022evidence\u0022: {\u0022method\u0022: \u0022OPTIONS\u0022, \u0022path\u0022: \u0022sip:nm\u0022, \u0022waf_tags\u0022: [\u0022950318:lfi-14\u0022, \u0022950326:rce-0\u0022, \u0022950382:rce-14\u0022, \u0022950470:nosqli-3\u0022], \u0022waf_rule_names\u0022: [\u0022lfi-14\u0022, \u0022rce-0\u0022, \u0022rce-14\u0022, \u0022nosqli-3\u0022], \u0022request_line\u0022: \u0022OPTIONS sip:nm HTTP\/1.1\u0022, \u0022request_sample\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42 OPTIONS\\r\\nMax-Forwards: 70\\r\\nContent-Length: 0\\r\\nContact: \u003Csip:nm@nm\u003E\\r\\nAccept: application\/sdp\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: \u0022investigate\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022137443e49d3016b61d8bf0f3ccc625f71b4f5ce4\u0022, \u0022protocol_details\u0022: {\u0022http_method\u0022: \u0022OPTIONS\u0022, \u0022http_path\u0022: \u0022sip:nm\u0022, \u0022request_line\u0022: \u0022OPTIONS sip:nm HTTP\/1.1\u0022, \u0022port\u0022: 8081, \u0022service\u0022: \u0022http\u0022, \u0022service_label_fr\u0022: \u0022HTTP\u0022}, \u0022evidence_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTP:8081 \u00b7 (reconnaissance) \u00b7 \u2192 sip:nm\u0022, \u0022target_port_label\u0022: \u00228081 \u00b7 HTTP\u0022, \u0022emulator_service\u0022: \u0022http\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 tag(s) WAF\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 66\/100 (\u00c9lev\u00e9) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via HTTP \u2014 multi-protocole (88 protocoles \u00b7 5 min)\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 100.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 43.0, \u0022novelty\u0022: 25.0, \u0022risk_score\u0022: 66, \u0022correlation_boost\u0022: 23}, \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: 66, \u0022risk_label\u0022: \u0022\u00c9lev\u00e9\u0022, \u0022service_name\u0022: \u0022http\u0022, \u0022service_label_fr\u0022: \u0022HTTP\u0022, \u0022dst_port\u0022: 8081, \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: \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: \u0022honeypot-http\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022http_method\u0022: \u0022OPTIONS\u0022, \u0022http_path\u0022: \u0022sip:nm\u0022, \u0022request_line\u0022: \u0022OPTIONS sip:nm HTTP\/1.1\u0022, \u0022port\u0022: 8081, \u0022service\u0022: \u0022http\u0022, \u0022service_label_fr\u0022: \u0022HTTP\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via HTTP:8081 \u00b7 (reconnaissance) \u00b7 \u2192 sip:nm\u0022, \u0022evidence_snippet\u0022: \u0022OPTIONS sip:nm SIP\/2.0\\r\\nVia: SIP\/2.0\/TCP nm;branch=foo\\r\\nFrom: \u003Csip:nm@nm\u003E;tag=root\\r\\nTo: \u003Csip:nm2@nm2\u003E\\r\\nCall-ID: 50000\\r\\nCSeq: 42\u0022, \u0022target_port_label\u0022: \u00228081 \u00b7 HTTP\u0022, \u0022emulator_service\u0022: \u0022http\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 4 tag(s) WAF\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 100 \u00b7 Bonus corr\u00e9lation +23 \u00b7 4 tag(s) WAF\u0022, \u0022campaign_hint_fr\u0022: \u0022Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte\u0022, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022reconnaissance\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022http\u0022, \u0022service_banner\u0022: \u0022honeypot-http\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00228081\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 94, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 94, 110, 111, 143, 179, 389, 427], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 27, \u0022scan_velocity_ports_per_s\u0022: 5.41, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 88, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022, \u0022cpanel-whm\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_investigate\u0022, \u0022tags_list\u0022: [\u0022950318:lfi-14\u0022, \u0022950326:rce-0\u0022, \u0022950382:rce-14\u0022, \u0022950470:nosqli-3\u0022, \u0022http_no_ua\u0022, \u0022net_port_scan_fast\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":"SIP\/2.0","http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022950318:lfi-14\u0022, \u0022950326:rce-0\u0022, \u0022950382:rce-14\u0022, \u0022950470:nosqli-3\u0022, \u0022http_no_ua\u0022, \u0022net_port_scan_fast\u0022]","anomalies":"[]","severity":10,"bytes_in":223},{"id":9191925,"ip":"45.79.190.133","ts":"2026-10-27 12:15:12.000000","proto":"tcp","src_port":19483,"dst_port":554,"service":"rtsp","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: \u0022525453502f312e3020323030204f4b0d0a435365713a20310d0a5075626c69633a2044455343524942452c2053455455502c2054454152444f574e0d0a0d0a\u0022, \u0022emulator_response_len\u0022: 63, \u0022bytes_in\u0022: 22, \u0022payload_entropy\u0022: 3.73215889136457, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022rtsp\u0022, \u0022app_proto\u0022: \u0022rtsp\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 554, \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: 5.0, \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: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00221a20e3fd2edc1d769b733dfa36dc4f40a32d51f7\u0022, \u0022event_fingerprint\u0022: \u00224ac572b30c42b1fa931e2b5faef77bf7f3e866ec\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022rtsp\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022b9373ea592d67ff8b93af91f8352abc2\u0022, \u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 554, \u0022service\u0022: \u0022rtsp\u0022, \u0022service_name\u0022: \u0022rtsp\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022OPTIONS \/ RTSP\/1.0\\r\\n\\r\\n\u0022, \u0022request_sample\u0022: \u0022OPTIONS \/ RTSP\/1.0\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS \/ RTSP\/1.0\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022OPTIONS \/ RTSP\/1.0\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS \/ RTSP\/1.0\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \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: \u00222c6e3e154169e47cadb2c5e50b7a97ede763fbbe\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022OPTIONS \/ RTSP\/1.0\u0022, \u0022port\u0022: 554, \u0022service\u0022: \u0022rtsp\u0022, \u0022service_label_fr\u0022: \u0022RTSP\u0022}, \u0022evidence_snippet\u0022: \u0022OPTIONS \/ RTSP\/1.0\u0022, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via RTSP:554 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u0022554 \u00b7 RTSP\u0022, \u0022emulator_service\u0022: \u0022rtsp\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via RTSP \u2014 multi-protocole (88 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: 23}, \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: \u0022rtsp\u0022, \u0022service_label_fr\u0022: \u0022RTSP\u0022, \u0022dst_port\u0022: 554, \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-rtsp\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022OPTIONS \/ RTSP\/1.0\u0022, \u0022port\u0022: 554, \u0022service\u0022: \u0022rtsp\u0022, \u0022service_label_fr\u0022: \u0022RTSP\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via RTSP:554 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: \u0022OPTIONS \/ RTSP\/1.0\u0022, \u0022target_port_label\u0022: \u0022554 \u00b7 RTSP\u0022, \u0022emulator_service\u0022: \u0022rtsp\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 2 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\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: \u0022rtsp\u0022, \u0022service_banner\u0022: \u0022honeypot-rtsp\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022554\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 93, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 94, 110, 111, 143, 179, 389, 427], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 5.41, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 88, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022, \u0022cpanel-whm\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\u0022, \u0022rtsp_probe\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_fast\u0022, \u0022rtsp_probe\u0022]","anomalies":"[]","severity":7,"bytes_in":22},{"id":9191938,"ip":"45.79.190.133","ts":"2026-10-27 12:15:11.000000","proto":"tcp","src_port":49690,"dst_port":10050,"service":"zabbix-agent","classification":"port_scan_syn","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b\u0022, \u0022emulator_response_len\u0022: 82, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022service\u0022: \u0022zabbix-agent\u0022, \u0022app_proto\u0022: \u0022zabbix-agent\u0022, \u0022asn\u0022: 63949, \u0022country\u0022: \u0022US\u0022, \u0022dst_port\u0022: 10050, \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: 1.3, \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: 1, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022d6721e327b14e140447c2faae5f3fcb12b283613\u0022, \u0022event_fingerprint\u0022: \u0022b3ffc6d9f2e48a1d936339586e12275028d0d44c\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 318, \u0022precision_signals\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022MITRE-T1046\u0022, \u0022SIGMA-net-port-scan\u0022, \u0022INT-beh-scan-burst\u0022, \u0022INT-beh-multi-port-60s\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 64.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42, \u0022correlation_boost\u0022: 23}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022zabbix-agent\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022US\u0022, \u0022asn\u0022: 63949, \u0022org\u0022: \u0022Akamai Connected Cloud\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00226a708bf69e8680803ad7dadb39e2e4d9\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 10050, \u0022service\u0022: \u0022zabbix-agent\u0022, \u0022service_name\u0022: \u0022zabbix-agent\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022recon\u0022, \u0022mitre_tactics\u0022: [\u0022TA0043\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002226ac6d6a17892d47d98783781f31855f00c5eae5\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10050, \u0022service\u0022: \u0022zabbix-agent\u0022, \u0022service_label_fr\u0022: \u0022ZABBIX AGENT\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via ZABBIX AGENT:10050 \u00b7 (reconnaissance)\u0022, \u0022target_port_label\u0022: \u002210050 \u00b7 ZABBIX AGENT\u0022, \u0022emulator_service\u0022: \u0022zabbix-agent\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via ZABBIX AGENT \u2014 multi-protocole (92 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: 23}, \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: \u0022zabbix-agent\u0022, \u0022service_label_fr\u0022: \u0022ZABBIX AGENT\u0022, \u0022dst_port\u0022: 10050, \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-zabbix-agent\u0022, \u0022correlation_flags\u0022: [\u0022scan_rapide\u0022, \u0022campagne_ports\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_flags_labels_fr\u0022: [\u0022Scan rapide multi-ports\u0022, \u0022Campagne multi-ports\u0022, \u0022Multi-protocole corr\u00e9l\u00e9 (5 min)\u0022], \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: \u0022Corr\u00e9lation +23\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 10050, \u0022service\u0022: \u0022zabbix-agent\u0022, \u0022service_label_fr\u0022: \u0022ZABBIX AGENT\u0022}, \u0022attack_vector\u0022: \u0022port scan syn \u00b7 via ZABBIX AGENT:10050 \u00b7 (reconnaissance)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u002210050 \u00b7 ZABBIX AGENT\u0022, \u0022emulator_service\u0022: \u0022zabbix-agent\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 1 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +23\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: \u0022zabbix_agent\u0022, \u0022service_banner\u0022: \u0022honeypot-zabbix-agent\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u002210050\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022port_scan_campaign\u0022: true, \u0022port_scan_distinct_ports\u0022: 98, \u0022port_scan_ports_sample\u0022: [21, 22, 23, 25, 26, 37, 53, 79, 81, 88, 94, 110, 111, 143, 179, 389], \u0022rapid_port_scan\u0022: true, \u0022rapid_scan_distinct_ports\u0022: 26, \u0022scan_velocity_ports_per_s\u0022: 5.23, \u0022multi_category_scan\u0022: true, \u0022scan_category_diversity\u0022: [\u0022cloud\u0022, \u0022web\u0022], \u0022multi_protocol_correlation\u0022: true, \u0022multi_protocol_count\u0022: 92, \u0022multi_protocol_sample\u0022: [\u0022afp\u0022, \u0022ajp\u0022, \u0022amqp\u0022, \u0022amqps\u0022, \u0022bgp\u0022, \u0022cassandra\u0022, \u0022cpanel\u0022, \u0022cpanel-ssl\u0022], \u0022multi_protocol_window_s\u0022: 300, \u0022behavior_alerts\u0022: [\u0022port_scan_campaign\u0022, \u0022rapid_port_scan\u0022, \u0022multi_category_scan\u0022, \u0022multi_protocol_correlation\u0022], \u0022correlation_confidence_boost\u0022: 23, \u0022attack_chain_stage\u0022: \u0022reconnaissance\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_port_scan_fast\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_fast\u0022]","anomalies":"[]","severity":7,"bytes_in":0}],"total_events":129}