{"ip":"8.219.165.219","exported_at":"2026-07-28T07:16:25+00:00","period_days":30,"metrics":{"events7d":113,"distinct_ports":1,"distinct_classifications":2,"max_severity":6,"last_sensor_id":"paris-1","max_waf_score":null,"max_risk_score":42,"attack_stage":"probe","attack_chain_stage":"discovery","threat_family":["unknown"],"recommended_action":"monitor","confidence":0.95,"risk_breakdown":{"waf":8,"classification":68,"behavior":0,"geo":0,"protocol":36,"novelty":0},"mitre_tactics":["TA0007","TA0001"],"mitre_technique":"T1110","top_mitre_technique":"T1110","top_mitre_count":104,"executive_one_liner_fr":"Activit\u00e9 suspecte \u00b7 risque 42\/100","campaign_hint_fr":null,"confidence_breakdown":{"waf":8,"classification":68,"behavior":0,"geo":0,"protocol":36,"novelty":0,"risk_score":42},"persona_hostname":"mail.sensor-1.internal","correlation_flags":[],"correlation_flags_labels_fr":[],"confidence_pct":95,"confidence_hint_fr":null,"sensor_role_label_fr":"Renseignement menaces","tags_summary_labels_fr":["Tcp Vnc Auth","Upstream"],"tags_summary":["INT-tcp-vnc-auth","INT-upstream"],"attack_vector":"vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)","protocol_details":{"payload_preview":"RFB 003.003","port":5900,"service":"vnc","service_label_fr":"VNC"},"protocol_summary_fr":"Payload RFB 003.003 \u00b7 VNC:5900","evidence_snippet":"RFB 003.003","target_port_label":"5900 \u00b7 VNC","emulator_service":"vnc","confidence_reason":"Confiance 95 % \u2014 4 signal(aux) capteur","classification_reason":"Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%","classification_reason_label_fr":"Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%","confidence_factors_fr":"Confiance 95 % \u2014 Score WAF 8","payload_preview":"RFB 003.003"},"events":[{"id":14082243,"ip":"8.219.165.219","ts":"2026-07-28 07:04:22.000000","proto":"tcp","src_port":32826,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022], \u0022behavior_alert_count\u0022: 1, \u0022behavior_priority\u0022: 84}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14080306,"ip":"8.219.165.219","ts":"2026-07-28 06:42:26.000000","proto":"tcp","src_port":49596,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14078465,"ip":"8.219.165.219","ts":"2026-07-28 06:20:30.000000","proto":"tcp","src_port":57168,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14076569,"ip":"8.219.165.219","ts":"2026-07-28 05:58:36.000000","proto":"tcp","src_port":51234,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14074568,"ip":"8.219.165.219","ts":"2026-07-28 05:36:41.000000","proto":"tcp","src_port":51102,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14072772,"ip":"8.219.165.219","ts":"2026-07-28 05:14:49.000000","proto":"tcp","src_port":51750,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14070833,"ip":"8.219.165.219","ts":"2026-07-28 04:52:54.000000","proto":"tcp","src_port":33806,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14069193,"ip":"8.219.165.219","ts":"2026-07-28 04:31:06.000000","proto":"tcp","src_port":54254,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14067422,"ip":"8.219.165.219","ts":"2026-07-28 04:09:14.000000","proto":"tcp","src_port":60860,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14065765,"ip":"8.219.165.219","ts":"2026-07-28 03:47:23.000000","proto":"tcp","src_port":35578,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14064005,"ip":"8.219.165.219","ts":"2026-07-28 03:25:40.000000","proto":"tcp","src_port":59600,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14062316,"ip":"8.219.165.219","ts":"2026-07-28 03:03:52.000000","proto":"tcp","src_port":35704,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14060622,"ip":"8.219.165.219","ts":"2026-07-28 02:42:03.000000","proto":"tcp","src_port":43964,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14057079,"ip":"8.219.165.219","ts":"2026-07-28 01:58:27.000000","proto":"tcp","src_port":40906,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14055432,"ip":"8.219.165.219","ts":"2026-07-28 01:36:40.000000","proto":"tcp","src_port":56220,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14053595,"ip":"8.219.165.219","ts":"2026-07-28 01:14:50.000000","proto":"tcp","src_port":47166,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14051912,"ip":"8.219.165.219","ts":"2026-07-28 00:53:01.000000","proto":"tcp","src_port":41716,"dst_port":5900,"service":"vnc","classification":"port_5900_tcp","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 2.3, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002285454e6c29c51aac1db940d56f57ff1075b15dc1\u0022, \u0022event_fingerprint\u0022: \u00223a1818c09cc3b5e6ad75703011c0dde91c1bf15b\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_5900_tcp \u00bb (signaux protocolaires) \u00b7 confiance 69%\u0022, \u0022confidence\u0022: 0.69, \u0022classification_confidence\u0022: 0.69, \u0022precision_score\u0022: 82, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022vnc_bruteforce\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 69.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u00224a4cb19f87c1ed9566419ca625731da1\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c3ade5dd4bf2b10d4442d8160e05322d98a8e986\u0022, \u0022protocol_details\u0022: {\u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022port 5900 tcp \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 69 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_5900_tcp \u00bb (signaux protocolaires) \u00b7 confiance 69%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_5900_tcp \u00bb (signaux protocolaires) \u00b7 confiance 69%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 69, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022port 5900 tcp \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 69 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 69 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_probe\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_probe\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":0},{"id":14050277,"ip":"8.219.165.219","ts":"2026-07-28 00:31:18.000000","proto":"tcp","src_port":60692,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14048635,"ip":"8.219.165.219","ts":"2026-07-28 00:09:32.000000","proto":"tcp","src_port":35668,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022], \u0022behavior_alert_count\u0022: 2, \u0022behavior_priority\u0022: 84}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14045385,"ip":"8.219.165.219","ts":"2026-07-27 23:26:00.000000","proto":"tcp","src_port":50002,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14040273,"ip":"8.219.165.219","ts":"2026-07-27 22:20:46.000000","proto":"tcp","src_port":58480,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14038506,"ip":"8.219.165.219","ts":"2026-07-27 21:58:55.000000","proto":"tcp","src_port":37940,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14036593,"ip":"8.219.165.219","ts":"2026-07-27 21:37:12.000000","proto":"tcp","src_port":54128,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14034625,"ip":"8.219.165.219","ts":"2026-07-27 21:15:25.000000","proto":"tcp","src_port":50746,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14031057,"ip":"8.219.165.219","ts":"2026-07-27 20:31:51.000000","proto":"tcp","src_port":40602,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14028973,"ip":"8.219.165.219","ts":"2026-07-27 20:10:03.000000","proto":"tcp","src_port":58756,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14027177,"ip":"8.219.165.219","ts":"2026-07-27 19:48:17.000000","proto":"tcp","src_port":46558,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14025557,"ip":"8.219.165.219","ts":"2026-07-27 19:26:29.000000","proto":"tcp","src_port":59360,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14022133,"ip":"8.219.165.219","ts":"2026-07-27 18:42:58.000000","proto":"tcp","src_port":51410,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14020537,"ip":"8.219.165.219","ts":"2026-07-27 18:21:06.000000","proto":"tcp","src_port":49354,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14018852,"ip":"8.219.165.219","ts":"2026-07-27 17:59:18.000000","proto":"tcp","src_port":44208,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14016598,"ip":"8.219.165.219","ts":"2026-07-27 17:37:27.000000","proto":"tcp","src_port":33452,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14014533,"ip":"8.219.165.219","ts":"2026-07-27 17:15:36.000000","proto":"tcp","src_port":43056,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14012310,"ip":"8.219.165.219","ts":"2026-07-27 16:53:44.000000","proto":"tcp","src_port":36976,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14010149,"ip":"8.219.165.219","ts":"2026-07-27 16:31:48.000000","proto":"tcp","src_port":50828,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14008494,"ip":"8.219.165.219","ts":"2026-07-27 16:09:53.000000","proto":"tcp","src_port":37014,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14006913,"ip":"8.219.165.219","ts":"2026-07-27 15:47:59.000000","proto":"tcp","src_port":36196,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14005257,"ip":"8.219.165.219","ts":"2026-07-27 15:26:00.000000","proto":"tcp","src_port":54168,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14003659,"ip":"8.219.165.219","ts":"2026-07-27 15:04:06.000000","proto":"tcp","src_port":55632,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14002078,"ip":"8.219.165.219","ts":"2026-07-27 14:42:07.000000","proto":"tcp","src_port":40086,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":14000371,"ip":"8.219.165.219","ts":"2026-07-27 14:20:10.000000","proto":"tcp","src_port":44632,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13998678,"ip":"8.219.165.219","ts":"2026-07-27 13:58:07.000000","proto":"tcp","src_port":59028,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13996631,"ip":"8.219.165.219","ts":"2026-07-27 13:36:11.000000","proto":"tcp","src_port":39468,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13994559,"ip":"8.219.165.219","ts":"2026-07-27 13:14:04.000000","proto":"tcp","src_port":55338,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022], \u0022behavior_alert_count\u0022: 2, \u0022behavior_priority\u0022: 84}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13991057,"ip":"8.219.165.219","ts":"2026-07-27 12:29:59.000000","proto":"tcp","src_port":54116,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13987374,"ip":"8.219.165.219","ts":"2026-07-27 11:45:48.000000","proto":"tcp","src_port":48298,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13985547,"ip":"8.219.165.219","ts":"2026-07-27 11:23:42.000000","proto":"tcp","src_port":60152,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13983600,"ip":"8.219.165.219","ts":"2026-07-27 11:01:42.000000","proto":"tcp","src_port":47944,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13959772,"ip":"8.219.165.219","ts":"2026-07-27 10:17:33.000000","proto":"tcp","src_port":55846,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12},{"id":13957573,"ip":"8.219.165.219","ts":"2026-07-27 09:55:25.000000","proto":"tcp","src_port":56212,"dst_port":5900,"service":"vnc","classification":"vnc_bruteforce","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u0022524642203030332e3030380a\u0022, \u0022emulator_response_len\u0022: 12, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 2.751629167387823, \u0022port_category\u0022: \u0022registered\u0022, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022service\u0022: \u0022vnc\u0022, \u0022app_proto\u0022: \u0022vnc\u0022, \u0022asn\u0022: 45102, \u0022country\u0022: \u0022SG\u0022, \u0022dst_port\u0022: 5900, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 68.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 0.0, \u0022risk_protocol\u0022: 36.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.0, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022be66c1e10cc49cf983619c539468e52da00ee67a\u0022, \u0022event_fingerprint\u0022: \u00224224855e75f2a2d841b898f9815ab5cb95ce6365\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 107, \u0022precision_signals\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022SG\u0022, \u0022asn\u0022: 45102, \u0022org\u0022: \u0022Alibaba (US) Technology Co., Ltd.\u0022, \u0022is_datacenter\u0022: false, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ba4bf75c6ca831dd6ab37a2c5e7413b5\u0022, \u0022path_pattern_hash\u0022: \u00226577fc24207aaa414d0e07447153793c\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022RFB 003.003\\n\u0022, \u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022RFB 003.003\\n\u0022, \u0022payload_snippet\u0022: \u0022RFB 003.003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1110\u0022], \u0022mitre\u0022: \u0022T1110\u0022, \u0022threat_family\u0022: [\u0022unknown\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002218abce2a057dcbae003a759edc99f942be1f4c86\u0022, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab vnc_bruteforce \u00bb (signaux protocolaires) \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 68.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 0.0, \u0022protocol\u0022: 36.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 42}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022attack_stage_label\u0022: \u0022Sonde \/ probe\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 42, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022, \u0022dst_port\u0022: 5900, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022INT-tcp-vnc-auth\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022Tcp Vnc Auth\u0022, \u0022Upstream\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1110\u0022, \u0022mitre_technique\u0022: \u0022T1110\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022correlation_flags\u0022: null, \u0022correlation_flags_labels_fr\u0022: null, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022sensor_role_label_fr\u0022: \u0022Renseignement menaces\u0022, \u0022confidence_hint_fr\u0022: null, \u0022protocol_details\u0022: {\u0022payload_preview\u0022: \u0022RFB 003.003\u0022, \u0022port\u0022: 5900, \u0022service\u0022: \u0022vnc\u0022, \u0022service_label_fr\u0022: \u0022VNC\u0022}, \u0022attack_vector\u0022: \u0022vnc bruteforce \u00b7 via VNC:5900 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022RFB 003.003\u0022, \u0022target_port_label\u0022: \u00225900 \u00b7 VNC\u0022, \u0022emulator_service\u0022: \u0022vnc\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 4 signal(aux) capteur\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 95 % \u2014 Score WAF 8\u0022, \u0022campaign_hint_fr\u0022: null, \u0022attack_phases_timeline_fr\u0022: [{\u0022key\u0022: \u0022recon\u0022, \u0022label_fr\u0022: \u0022Reconnaissance\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022probe\u0022, \u0022label_fr\u0022: \u0022Sonde \/ probe\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022exploit_attempt\u0022, \u0022label_fr\u0022: \u0022Tentative d\u0027exploit\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022post_exploit\u0022, \u0022label_fr\u0022: \u0022Post-exploitation\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022c2\u0022, \u0022label_fr\u0022: \u0022Commande \u0026 contr\u00f4le\u0022, \u0022active\u0022: false, \u0022kind\u0022: \u0022stage\u0022}, {\u0022key\u0022: \u0022discovery\u0022, \u0022label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022active\u0022: true, \u0022kind\u0022: \u0022chain\u0022, \u0022hint_fr\u0022: null}]}, \u0022honeypot_persona\u0022: {\u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022mail_host\u0022: \u0022mail.sensor-1.internal\u0022, \u0022ldap_dc\u0022: \u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022vnc\u0022, \u0022service_banner\u0022: \u0022honeypot-vnc\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u00225900\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_vnc_bruteforce\u0022, \u0022vnc_auth_attempt\u0022, \u0022vnc_banner\u0022, \u0022vnc_emulated\u0022]","anomalies":"[]","severity":6,"bytes_in":12}],"total_events":113}