{"ip":"34.38.218.197","exported_at":"2026-07-21T15:53:30+00:00","period_days":7,"metrics":{"events7d":58,"distinct_ports":1,"distinct_classifications":10,"max_severity":7,"last_sensor_id":"paris-1","max_waf_score":null,"max_risk_score":49,"attack_stage":"probe","attack_chain_stage":"discovery","threat_family":["scanner"],"recommended_action":"monitor","confidence":0.49,"risk_breakdown":{"waf":8,"classification":42,"behavior":0,"geo":40,"protocol":30,"novelty":15},"mitre_tactics":["TA0007","TA0001"],"mitre_technique":"TA0007","top_mitre_technique":"TA0007","top_mitre_count":52,"executive_one_liner_fr":"Activit\u00e9 suspecte \u00b7 risque 42\/100","campaign_hint_fr":null,"confidence_breakdown":{"waf":8,"classification":42,"behavior":0,"geo":40,"protocol":30,"novelty":15,"risk_score":42},"persona_hostname":"mail.sensor-1.internal","correlation_flags":[],"correlation_flags_labels_fr":[],"confidence_pct":49,"confidence_hint_fr":"Confiance mod\u00e9r\u00e9e \u2014 signal unique","sensor_role_label_fr":"Renseignement menaces","tags_summary_labels_fr":["pat-0382"],"tags_summary":["pat-0382"],"attack_vector":"rtsp probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)","protocol_details":{"pop3_auth_fr":"Sonde protocole POP3 (USER\/PASS)","payload_preview":"OPTIONS rtsp:\/\/example.com RTSP\/1.0\r\nCseq: 7134","port":110,"service":"pop3","service_label_fr":"POP3"},"protocol_summary_fr":"Sonde protocole POP3 (USER\/PASS) \u00b7 Payload OPTIONS rtsp:\/\/example.com RTSP\/1.0\r\nCseq: 7134 \u00b7 POP3:110","evidence_snippet":"OPTIONS rtsp:\/\/example.com RTSP\/1.0\r\nCseq: 7134","target_port_label":"110 \u00b7 POP3","emulator_service":"pop3","confidence_reason":"Confiance 49 % \u2014 Motif catalogue confirm\u00e9","classification_reason":"Rafale d\u0027authentification SSH \u00b7 confiance 49%","classification_reason_label_fr":"Rafale d\u0027authentification SSH \u00b7 confiance 49%","confidence_factors_fr":"Confiance 49 % \u2014 Score WAF 8","payload_preview":"OPTIONS rtsp:\/\/example.com RTSP\/1.0\r\nCseq: 7134"},"events":[{"id":12934801,"ip":"34.38.218.197","ts":"2026-07-20 03:54:37.000000","proto":"tcp","src_port":34722,"dst_port":110,"service":"pop3","classification":"java_rmi_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 7, \u0022payload_entropy\u0022: 2.807354922057604, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 56.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 32, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0604\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0604\u0022], \u0022matched_patterns\u0022: [\u0022pat-0604\u0022], \u0022matched_pattern_names\u0022: [\u0022Java RMI JRMI\u0022], 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{\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 32}, \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: 32, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0604\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0604\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022JRMI\\u0000\\u0002K\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022java rmi probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022JRMIK\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":7},{"id":12934802,"ip":"34.38.218.197","ts":"2026-07-20 03:54:37.000000","proto":"tcp","src_port":34736,"dst_port":110,"service":"pop3","classification":"mqtt_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 20, \u0022payload_entropy\u0022: 3.1414460711655217, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 54.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 49, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022b136edc38db83ad57b9c90e3e1a9bebf4c8023ca\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 97%\u0022, \u0022confidence\u0022: 0.97, \u0022classification_confidence\u0022: 0.97, \u0022precision_score\u0022: 110, \u0022precision_signals\u0022: [\u0022pat-0373\u0022, \u0022pat-0615\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0373\u0022, \u0022pat-0615\u0022], \u0022matched_patterns\u0022: [\u0022pat-0373\u0022, \u0022pat-0615\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022MQTT protocol\u0022, \u0022MQTT alt CONNECT\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0373\u0022, \u0022pat-0615\u0022, \u0022pat-0554\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 49}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 97.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228cbaa0e25147458ba5f5f0e8603c4f19\u0022, \u0022path_pattern_hash\u0022: \u00224449b927317468afa12a2f935a413459\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 49}, \u0022payload_preview\u0022: \u0022\\u0010\\u0012\\u0000\\u0004MQTT\\u0005\\u0002\\u0000\u003C\\u0000\\u0000\\u0005AAAAA\u0022, \u0022request_sample\u0022: \u0022\\u0010\\u0012\\u0000\\u0004MQTT\\u0005\\u0002\\u0000\u003C\\u0000\\u0000\\u0005AAAAA\u0022, \u0022payload_snippet\u0022: \u0022\\u0010\\u0012\\u0000\\u0004MQTT\\u0005\\u0002\\u0000\u003C\\u0000\\u0000\\u0005AAAAA\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: 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\u0022\\u0010\\u0012\\u0000\\u0004MQTT\\u0005\\u0002\\u0000\u003C\\u0000\\u0000\\u0005AAAAA\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022MQTT\u003CAAAAA\u0022, \u0022attack_vector\u0022: \u0022mqtt probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 97 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 97%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 97%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 49\/100\u0022, \u0022confidence_pct\u0022: 97, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 49}, \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: 49, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0373\u0022, \u0022pat-0615\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0373\u0022, \u0022pat-0615\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0010\\u0012\\u0000\\u0004MQTT\\u0005\\u0002\\u0000\u003C\\u0000\\u0000\\u0005AAAAA\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022mqtt probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022MQTT\u003CAAAAA\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 97 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 97 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022mqtt_connect\u0022, \u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022mqtt_connect\u0022, \u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":4,"bytes_in":20},{"id":12934803,"ip":"34.38.218.197","ts":"2026-07-20 03:54:37.000000","proto":"tcp","src_port":34740,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 12, \u0022payload_entropy\u0022: 3.584962500721156, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022b2993d6e4414a846683a71de5eb18653\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022@RSYTCD: 29\\n\u0022, \u0022request_sample\u0022: \u0022@RSYTCD: 29\\n\u0022, \u0022payload_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022@RSYTCD: 29\\n\u0022, \u0022payload_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022}, \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: \u002263b0b68cba582f45642d56cbfa05d0c5ae80cf67\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022@RSYTCD: 29\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022@RSYTCD: 29\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":12},{"id":12934804,"ip":"34.38.218.197","ts":"2026-07-20 03:54:37.000000","proto":"tcp","src_port":34748,"dst_port":110,"service":"pop3","classification":"oracle_tns_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 239, \u0022payload_entropy\u0022: 5.127911658718781, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 54.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 45, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022confidence\u0022: 0.47, \u0022classification_confidence\u0022: 0.47, \u0022precision_score\u0022: 56, \u0022precision_signals\u0022: [\u0022pat-0520\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0520\u0022], \u0022matched_patterns\u0022: [\u0022pat-0520\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Oracle TNS connect\u0022, \u0022STUN binding\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0520\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 45}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 47.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a4128a3063c2666570c280a6e2b7f6cc\u0022, \u0022path_pattern_hash\u0022: \u0022420e91c120535c16728a9791d446fafc\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022request_sample\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123-a-a-bc-asdf)(CID=(PROGRAM=sqlplus)(HOST=__jdbc__)(USER=)))(ADDRESS=(PROTOCOL=tcp)(HOST=62.3.50.33)(PORT=110)))\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123-a-a-bc-asdf)(CID=(PROGRAM=sqlplus)(HOST=__jdbc__)(USER=)))(ADDRESS=(PROTOCOL=tcp)(HOST=62.3.50.33)(PORT=110)))\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a54d5a1c2ee43864b18a645884d3e25fa4459efd\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\u003C,\ufffd\ufffd\ufffd:(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022attack_vector\u0022: \u0022oracle tns probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 47 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 45\/100\u0022, \u0022confidence_pct\u0022: 47, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 45}, \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: 45, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0520\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0520\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022oracle tns probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\u003C,\ufffd\ufffd\ufffd:(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 47 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 47 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":239},{"id":12934805,"ip":"34.38.218.197","ts":"2026-07-20 03:54:37.000000","proto":"tcp","src_port":34762,"dst_port":110,"service":"pop3","classification":"mssql_tds","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 84, \u0022payload_entropy\u0022: 4.139167728978457, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 56.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 10.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0}, \u0022risk_score\u0022: 32, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00224dd39330461cf3ca280bcc759d61ab53bea1d9cf\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0356\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0356\u0022], \u0022matched_patterns\u0022: [\u0022pat-0348\u0022, \u0022pat-0356\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022RDP TPKT header\u0022, \u0022MSSQL TDS prelogin\u0022, \u0022ET H.323 setup\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0348\u0022, \u0022pat-0356\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 32}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 49.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002294e606a42613d0ef095b8001a98bf6ed\u0022, \u0022path_pattern_hash\u0022: \u0022285321e27377a1f85e5a231ca6cbffb2\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 32}, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022database_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002265e11fe15496fe5b89191251935d92a003bc42d7\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022Tuserpostgresdatabasepostgresapplication_namepsqlclient_encodingUTF8\u0022, \u0022attack_vector\u0022: \u0022mssql tds \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 32\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 32}, \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: 32, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0356\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0356\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022mssql tds \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022Tuserpostgresdatabasepostgresapplication_namepsqlclient_encodingUTF8\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022postgres_startup\u0022, \u0022postgresql_probe\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022postgres_startup\u0022, \u0022postgresql_probe\u0022]","anomalies":"[]","severity":4,"bytes_in":84},{"id":12934807,"ip":"34.38.218.197","ts":"2026-07-20 03:54:37.000000","proto":"tcp","src_port":34776,"dst_port":110,"service":"pop3","classification":"rtsp_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 51, \u0022payload_entropy\u0022: 4.814103037837824, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 42.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0382\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0382\u0022], \u0022matched_patterns\u0022: [\u0022pat-0103\u0022, \u0022pat-0382\u0022, \u0022pat-0420\u0022], \u0022matched_pattern_names\u0022: [\u0022LFI Double-dot bypass\u0022, \u0022RTSP protocol\u0022, \u0022HTTP OPTIONS method\u0022], \u0022pattern_ids\u0022: [\u0022pat-0103\u0022, \u0022pat-0382\u0022, \u0022pat-0420\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, 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RTSP\/1.0\\r\\nCseq: 7134\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 7134\u0022, \u0022attack_vector\u0022: \u0022rtsp probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \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: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0382\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0382\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 7134\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022rtsp probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 7134\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: 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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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":51},{"id":12934795,"ip":"34.38.218.197","ts":"2026-07-20 03:54:36.000000","proto":"tcp","src_port":34668,"dst_port":110,"service":"pop3","classification":"pop3_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 44, \u0022payload_entropy\u0022: 1.9235205817738175, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 48.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 45, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00224c2d8e4d9abc622803b6e39b98ef2b0304719c2c\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_confidence\u0022: 0.5, \u0022confidence\u0022: 0.5, \u0022precision_signals\u0022: [\u0022pat-0532\u0022], \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 50.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222a177602bee0d039f41fbd6da5240e04\u0022, \u0022path_pattern_hash\u0022: \u002244d5bece51c65fa33908cf3d76b6745a\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022request_sample\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00226a83a1636a54f9274129009ed123c16cb591d9f5\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, 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\u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 48.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 45, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_confidence\u0022: 0.5, \u0022confidence\u0022: 0.5, \u0022precision_signals\u0022: [\u0022pat-0554\u0022], \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 50.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002229d23ee87508ed400c0259a4b58f1296\u0022, \u0022path_pattern_hash\u0022: \u002244d5bece51c65fa33908cf3d76b6745a\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022\\u0010\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022request_sample\u0022: \u0022\\u0010\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022payload_snippet\u0022: \u0022\\u0010\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0010\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022payload_snippet\u0022: \u0022\\u0010\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002279a28a915439f1c7f08668c4503e29b7572b33fc\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0010\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\u0022, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 45\/100\u0022, \u0022confidence_pct\u0022: 50, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \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: 45, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0554\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0554\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0010\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 50 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":12},{"id":12934798,"ip":"34.38.218.197","ts":"2026-07-20 03:54:36.000000","proto":"tcp","src_port":34704,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 14, \u0022payload_entropy\u0022: 3.128085278891395, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022matched_patterns\u0022: [\u0022pat-0414\u0022], \u0022matched_pattern_names\u0022: [\u0022Redis PING RESP\u0022], \u0022pattern_ids\u0022: [\u0022pat-0414\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a43cb6a3b9d261112714d00e36b33106\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022*1\\r\\n$4\\r\\nPING\\r\\n\u0022, \u0022request_sample\u0022: \u0022*1\\r\\n$4\\r\\nPING\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022*1\\r\\n$4\\r\\nPING\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022}, \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: \u00224b91035ab300bb1c257fb87be22dc1836100b139\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: 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\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":14},{"id":12934790,"ip":"34.38.218.197","ts":"2026-07-20 03:54:33.000000","proto":"tcp","src_port":34638,"dst_port":110,"service":"pop3","classification":"kafka_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 71, \u0022payload_entropy\u0022: 4.83906190787142, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 56.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 32, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: 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{\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002254a98f2bff5869bc413438c3e70ee7e6\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 40}, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u0006L4j9hU\u0022, \u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u0006L4j9hU\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u0006L4j9hU\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u0006L4j9hU\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u0006L4j9hU\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022}, \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: \u0022e98bab32cabb18162646dc8bd662ca82a9373349\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u0006L4j9hU\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022#3\ufffd\\radminclient-5L4j9hU\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9 \u00b7 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 40\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 40}, \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: 40, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0348\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0348\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u0006L4j9hU\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022#3\ufffd\\radminclient-5L4j9hU\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9 \u00b7 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022postgres_startup\u0022, \u0022postgresql_probe\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022postgres_startup\u0022, \u0022postgresql_probe\u0022]","anomalies":"[]","severity":4,"bytes_in":39},{"id":12934794,"ip":"34.38.218.197","ts":"2026-07-20 03:54:33.000000","proto":"tcp","src_port":34660,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, 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\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: \u00226d82a6eb2523f8353402da03eb253964f349b05c\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, 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probe)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: 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\u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 88, \u0022payload_entropy\u0022: 4.354527413223707, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 56.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 35, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022726ed118df54a678eb75d34ceb20ad5e79cd827a\u0022, \u0022event_fingerprint\u0022: \u00229220bac2adc3c594b4910f2407683c9d020ff636\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 83, \u0022precision_signals\u0022: [\u0022pat-0519\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0519\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0519\u0022, \u0022pat-0768\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022MSSQL TDS prelogin\u0022, \u0022Mumble ping\u0022, \u0022STUN binding\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0519\u0022, \u0022pat-0768\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 35}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00220efe38694fbb4cc2af819186b5e9ae9e\u0022, \u0022path_pattern_hash\u0022: \u0022285321e27377a1f85e5a231ca6cbffb2\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 35}, 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\u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022database_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, 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\u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022b2afc56841b9dd53c5acbe835a7e231c\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u00220:\\u0002\\u00044\ufffdCt`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=uuhaiqihkwmdxnlabrfg\ufffd\\u0014uuhaiqihkwmdxnlabrfg\u0022, \u0022request_sample\u0022: 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\u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002297131c276445cce572f638dd34bbc72e2c0778ac\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u00220:\\u0002\\u00044\ufffdCt`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=uuhaiqihkwmdxnlabrfg\ufffd\\u0014uuhaiqihkwmdxnlabrfg\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u00220:4\ufffdCt`2cn=uuhaiqihkwmdxnlabrfg\ufffduuhaiqihkwmdxnlabrfg\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: 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\u00220:\\u0002\\u00044\ufffdCt`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=uuhaiqihkwmdxnlabrfg\ufffd\\u0014uuhaiqihkwmdxnlabrfg\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u00220:4\ufffdCt`2cn=uuhaiqihkwmdxnlabrfg\ufffduuhaiqihkwmdxnlabrfg\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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}, 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\u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":60},{"id":12934785,"ip":"34.38.218.197","ts":"2026-07-20 03:54:27.000000","proto":"tcp","src_port":25558,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: 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\u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, 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\u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: 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\u0022payload_entropy\u0022: 1.983740670882855, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00227ba0cba937b3e4ab417fce5fba4756814d5d31b4\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0348\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0348\u0022], \u0022matched_patterns\u0022: [\u0022pat-0348\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022RDP TPKT header\u0022, \u0022ET H.323 setup\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0348\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022rdp_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 49.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00220003c8efa0acdc0c6540f4bdb920f6bc\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022request_sample\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022}, \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: \u0022cfe2ae4a0787b638c4d6681b90512950d876f990\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9 \u00b7 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0348\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0348\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9 \u00b7 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true, \u0022behavior_alert_count\u0022: 2, \u0022behavior_priority\u0022: 72}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":19},{"id":12934779,"ip":"34.38.218.197","ts":"2026-07-20 03:54:24.000000","proto":"tcp","src_port":25550,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 16, \u0022payload_entropy\u0022: 3.327819531114783, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ad32b372bf9a8e846b24a957491de4e3\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022Not a command \\r\\n\u0022, \u0022request_sample\u0022: \u0022Not a command \\r\\n\u0022, \u0022payload_snippet\u0022: \u0022Not a command\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022Not a command \\r\\n\u0022, \u0022payload_snippet\u0022: \u0022Not a command\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022}, \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: \u002277041c0cfd4439dc8cdda7fdbfde2571d0c5f879\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022Not a command\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022Not a command\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022Not a command\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022Not a command\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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, 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\u0022attack_chain_stage_label_fr\u0022: \u0022D\u00e9couverte\u0022, \u0022risk_score\u0022: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: 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03:54:20.000000","proto":"tcp","src_port":25520,"dst_port":110,"service":"pop3","classification":"pop3_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 32, \u0022payload_entropy\u0022: 3.4681390622295662, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 48.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: 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\u0022\\u0000\\u001e*\\u001d\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022*versionbind\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 50 % \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: 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\u0022dc.sensor-1.internal\u0022, \u0022k8s_cluster\u0022: \u0022hp-sensor-1\u0022, \u0022domain\u0022: \u0022sensor-1.internal\u0022, \u0022service_role\u0022: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":32},{"id":12934705,"ip":"34.38.218.197","ts":"2026-07-20 03:54:14.000000","proto":"tcp","src_port":22162,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \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: \u00226d82a6eb2523f8353402da03eb253964f349b05c\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":0},{"id":12934690,"ip":"34.38.218.197","ts":"2026-07-20 03:54:08.000000","proto":"tcp","src_port":14444,"dst_port":110,"service":"pop3","classification":"postgres_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 1481, \u0022payload_entropy\u0022: 7.748977069058944, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 32.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 32.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 35, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022449517742a599f946a186910e8d4c234ab9ecde4\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab postgres_probe \u00bb (signaux protocolaires) \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0369\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0369\u0022], \u0022matched_patterns\u0022: [\u0022pat-0369\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0567\u0022, \u0022pat-0578\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022PostgreSQL startup\u0022, \u0022STUN binding\u0022, \u0022Minecraft varint handshake\u0022, \u0022SOCKS5 greeting\u0022, \u0022SIP TLS ClientHello\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0369\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0567\u0022, \u0022pat-0578\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 32.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 35}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 49.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002204289f4f46ff954c70f884d258cf7ca6\u0022, \u0022path_pattern_hash\u0022: \u002280f3c71fe26f36a0a9399108643f66c5\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 35}, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0005\ufffd\\u0001\\u0000\\u0005\ufffd\\u0003\\u0003a\u37b4\u033b\\n\ufffdv\ufffd\\f{\\u0018\ufffd\\u0003\ufffd\ufffdH\ufffd\ufffd\ufffdr\ufffd[i[(9OV\ufffd \ufffdj\ufffd\ufffd\ufffd\ufffd\ufffdq\\u0019\ufffd\ufffd\ufffdZ\ufffd\ufffd\\u0015\ufffd\ufffd\ufffd[4D=@\\u0014\\u001e\\u001d\ufffd\\u0012~\\u001c\\u00002\ufffd+\ufffd\/\ufffd,\ufffd0\u0329\u0328\ufffd\\t\ufffd\\u0013\ufffd\\n\ufffd\\u0014\\u0000\ufffd\\u0000\ufffd\\u0000\/\\u00005\ufffd\\u0012\\u0000\\n\ufffd#\ufffd\u0027\\u0000\u003C\ufffd\\u0007\ufffd\\u0011\\u0000\\u0005\\u0013\\u0001\\u0013\\u0002\\u0013\\u0003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0016\\u0003\\u0001\\u0005\ufffd\\u0001\\u0000\\u0005\ufffd\\u0003\\u0003a\u37b4\u033b\\n\ufffdv\ufffd\\f{\\u0018\ufffd\\u0003\ufffd\ufffdH\ufffd\ufffd\ufffdr\ufffd[i[(9OV\ufffd \ufffdj\ufffd\ufffd\ufffd\ufffd\ufffdq\\u0019\ufffd\ufffd\ufffdZ\ufffd\ufffd\\u0015\ufffd\ufffd\ufffd[4D=@\\u0014\\u001e\\u001d\ufffd\\u0012~\\u001c\\u00002\ufffd+\ufffd\/\ufffd,\ufffd0\u0329\u0328\ufffd\\t\ufffd\\u0013\ufffd\\n\ufffd\\u0014\\u0000\ufffd\\u0000\ufffd\\u0000\/\\u00005\ufffd\\u0012\\u0000\\n\ufffd#\ufffd\u0027\\u0000\u003C\ufffd\\u0007\ufffd\\u0011\\u0000\\u0005\\u0013\\u0001\\u0013\\u0002\\u0013\\u0003\\u0001\\u0000\\u0005E\\u0000\\u000b\\u0000\\u0002\\u0001\\u0000\ufffd\\u0001\\u0000\\u0001\\u0000\\u0000\\u0017\\u0000\\u0000\\u0000\\u0012\\u0000\\u0000\\u0000\\u0005\\u0000\\u0005\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\n\\u0000\\f\\u0000\\n\\u0011\ufffd\\u0000\\u001d\\u0000\\u0017\\u0000\\u0018\\u0000\\u0019\\u0000\\r\\u0000\\u001a\\u0000\\u0018\\b\\u0004\\u0004\\u0003\\b\\u0007\\b\\u0005\\b\\u0006\\u0004\\u0001\\u0005\\u0001\\u0006\\u0001\\u0005\\u0003\\u0006\\u0003\\u0002\\u0001\\u0002\\u0003\\u0000+\\u0000\\t\\b\\u0003\\u0004\\u0003\\u0003\\u0003\\u0002\\u0003\\u0001\\u00003\\u0004\ufffd\\u0004\ufffd\\u0011\ufffd\\u0004\ufffd\ufffdW\ufffd\ufffdw\u003E\\u0014\ufffd\\u001e\ufffd\ufffd\u0026\ufffdh\ufffd\ufffdaS(\\u0019\\u0015\ufffdi\\r\ufffd\u0026\\f\u0022, \u0022payload_snippet\u0022: \u0022\\u0016\\u0003\\u0001\\u0005\ufffd\\u0001\\u0000\\u0005\ufffd\\u0003\\u0003a\u37b4\u033b\\n\ufffdv\ufffd\\f{\\u0018\ufffd\\u0003\ufffd\ufffdH\ufffd\ufffd\ufffdr\ufffd[i[(9OV\ufffd \ufffdj\ufffd\ufffd\ufffd\ufffd\ufffdq\\u0019\ufffd\ufffd\ufffdZ\ufffd\ufffd\\u0015\ufffd\ufffd\ufffd[4D=@\\u0014\\u001e\\u001d\ufffd\\u0012~\\u001c\\u00002\ufffd+\ufffd\/\ufffd,\ufffd0\u0329\u0328\ufffd\\t\ufffd\\u0013\ufffd\\n\ufffd\\u0014\\u0000\ufffd\\u0000\ufffd\\u0000\/\\u00005\ufffd\\u0012\\u0000\\n\ufffd#\ufffd\u0027\\u0000\u003C\ufffd\\u0007\ufffd\\u0011\\u0000\\u0005\\u0013\\u0001\\u0013\\u0002\\u0013\\u0003\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab postgres_probe \u00bb (signaux protocolaires) \u00b7 confiance 49%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022bbee18631089b1dcdb232965391574f44ae10088\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0005\ufffd\\u0001\\u0000\\u0005\ufffd\\u0003\\u0003a\u37b4\u033b\\n\ufffdv\ufffd\\f{\\u0018\ufffd\\u0003\ufffd\ufffdH\ufffd\ufffd\ufffdr\ufffd[i[(9OV\ufffd \ufffdj\ufffd\ufffd\ufffd\ufffd\ufffdq\\u0019\ufffd\ufffd\ufffdZ\ufffd\ufffd\\u0015\ufffd\ufffd\ufffd[4D=@\\u0014\\u001e\\u001d\ufffd\\u0012~\\u001c\\u00002\ufffd+\ufffd\/\ufffd,\ufffd0\u0329\u0328\ufffd\\t\ufffd\\u0013\ufffd\\n\ufffd\\u0014\\u0000\ufffd\\u0000\ufffd\\u0000\/\\u00005\ufffd\\u0012\\u0000\\n\ufffd#\ufffd\u0027\\u0000\u003C\ufffd\\u0007\ufffd\\u0011\\u0000\\u0005\\u0013\\u0001\\u0013\\u0002\\u0013\\u0003\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffda\u37b4\u033b\\n\ufffdv\ufffd{\ufffd\ufffd\ufffdH\ufffd\ufffd\ufffdr\ufffd[i[(9OV\ufffd \ufffdj\ufffd\ufffd\ufffd\ufffd\ufffdq\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd[4D=@\ufffd~2\ufffd+\ufffd\/\ufffd,\ufffd0\u0329\u0328\ufffd\\t\ufffd\ufffd\\n\ufffd\ufffd\ufffd\/5\ufffd\\n\ufffd#\ufffd\u0027\u003C\ufffd\ufffd\u0022, \u0022attack_vector\u0022: \u0022postgres probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab postgres_probe \u00bb (signaux protocolaires) \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab postgres_probe \u00bb (signaux protocolaires) \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 35\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 32.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 35}, \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: 35, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0369\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0369\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0016\\u0003\\u0001\\u0005\ufffd\\u0001\\u0000\\u0005\ufffd\\u0003\\u0003a\u37b4\u033b\\n\ufffdv\ufffd\\f{\\u0018\ufffd\\u0003\ufffd\ufffdH\ufffd\ufffd\ufffdr\ufffd[i[(9OV\ufffd \ufffdj\ufffd\ufffd\ufffd\ufffd\ufffdq\\u0019\ufffd\ufffd\ufffdZ\ufffd\ufffd\\u0015\ufffd\ufffd\ufffd[4D=@\\u0014\\u001e\\u001d\ufffd\\u0012~\\u001c\\u00002\ufffd+\ufffd\/\ufffd,\ufffd0\u0329\u0328\ufffd\\t\ufffd\\u0013\ufffd\\n\ufffd\\u0014\\u0000\ufffd\\u0000\ufffd\\u0000\/\\u00005\ufffd\\u0012\\u0000\\n\ufffd#\ufffd\u0027\\u0000\u003C\ufffd\\u0007\ufffd\\u0011\\u0000\\u0005\\u0013\\u0001\\u0013\\u0002\\u0013\\u0003\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022postgres probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffda\u37b4\u033b\\n\ufffdv\ufffd{\ufffd\ufffd\ufffdH\ufffd\ufffd\ufffdr\ufffd[i[(9OV\ufffd \ufffdj\ufffd\ufffd\ufffd\ufffd\ufffdq\ufffd\ufffd\ufffdZ\ufffd\ufffd\ufffd\ufffd\ufffd[4D=@\ufffd~2\ufffd+\ufffd\/\ufffd,\ufffd0\u0329\u0328\ufffd\\t\ufffd\ufffd\\n\ufffd\ufffd\ufffd\/5\ufffd\\n\ufffd#\ufffd\u0027\u003C\ufffd\ufffd\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022tls_clienthello\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022tls_clienthello\u0022]","anomalies":"[]","severity":3,"bytes_in":1481},{"id":12934691,"ip":"34.38.218.197","ts":"2026-07-20 03:54:08.000000","proto":"tcp","src_port":14450,"dst_port":110,"service":"pop3","classification":"mongodb_wire_protocol","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 121, \u0022payload_entropy\u0022: 3.1150230512705406, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 58.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 58.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022e6bf60ca632608bda6c12566a8ed3c30ad95fc71\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab mongodb_wire_protocol \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022confidence\u0022: 1.0, \u0022classification_confidence\u0022: 1.0, \u0022precision_score\u0022: 116, \u0022precision_signals\u0022: [\u0022pat-0363\u0022, \u0022pat-0364\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0363\u0022, \u0022pat-0364\u0022], \u0022matched_patterns\u0022: [\u0022pat-0363\u0022, \u0022pat-0364\u0022, \u0022pat-0532\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Mongo isMaster legacy\u0022, \u0022Mongo ismaster command\u0022, \u0022NFS RPC mount\u0022, \u0022STUN binding\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0363\u0022, \u0022pat-0364\u0022, \u0022pat-0532\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 58.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: false, \u0022classification_parent\u0022: \u0022mongodb_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 100.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022de7aa004722a47b7532d77bd58324675\u0022, \u0022path_pattern_hash\u0022: \u00229060bd55aeb34075959b54fecab264ea\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_snippet\u0022: \u0022;\\u0000\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0014\\u0000\\u0000\\u0000\\u0001hello\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u003E\\u0000\\u0000\\u0000\\u0002\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0017\\u0000\\u0000\\u0000\\u0001isMaster\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022;\\u0000\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0014\\u0000\\u0000\\u0000\\u0001hello\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u003E\\u0000\\u0000\\u0000\\u0002\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0017\\u0000\\u0000\\u0000\\u0001isMaster\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u0022, \u0022payload_snippet\u0022: \u0022;\\u0000\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0014\\u0000\\u0000\\u0000\\u0001hello\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u003E\\u0000\\u0000\\u0000\\u0002\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0017\\u0000\\u0000\\u0000\\u0001isMaster\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab mongodb_wire_protocol \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre_techniques\u0022: [\u0022T1046\u0022], \u0022mitre\u0022: \u0022T1046\u0022, \u0022threat_family\u0022: [\u0022database_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022c4d77aecdbe6d7dae5a7029772683bdb665dd88c\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022;\\u0000\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0014\\u0000\\u0000\\u0000\\u0001hello\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u003E\\u0000\\u0000\\u0000\\u0002\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0017\\u0000\\u0000\\u0000\\u0001isMaster\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022;\ufffdadmin.$cmd\ufffd\ufffd\ufffd\ufffdhello\ufffd?\u003E\ufffdadmin.$cmd\ufffd\ufffd\ufffd\ufffdisMaster\ufffd?\u0022, \u0022attack_vector\u0022: \u0022mongodb wire protocol \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab mongodb_wire_protocol \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab mongodb_wire_protocol \u00bb (signaux protocolaires) \u00b7 confiance 100%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 100, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 58.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0363\u0022, \u0022pat-0364\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0363\u0022, \u0022pat-0364\u0022], \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022T1046\u0022, \u0022mitre_technique\u0022: \u0022T1046\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022;\\u0000\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0014\\u0000\\u0000\\u0000\\u0001hello\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u003E\\u0000\\u0000\\u0000\\u0002\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\\u0007\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000admin.$cmd\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\ufffd\\u0017\\u0000\\u0000\\u0000\\u0001isMaster\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd?\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022mongodb wire protocol \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022;\ufffdadmin.$cmd\ufffd\ufffd\ufffd\ufffdhello\ufffd?\u003E\ufffdadmin.$cmd\ufffd\ufffd\ufffd\ufffdisMaster\ufffd?\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 100 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 100 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022mongodb_hello_probe\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022mongodb_hello_probe\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":5,"bytes_in":121},{"id":12934692,"ip":"34.38.218.197","ts":"2026-07-20 03:54:08.000000","proto":"tcp","src_port":14460,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 188, \u0022payload_entropy\u0022: 5.372025768369732, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 42.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 40.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 20, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 40.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 45, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022bfc4ad35009ea1cb25593052c6d41e50b4e98163\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 40.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 45}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002237fc73add798c6789f65efefc8646e2e\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Geck\u0022, \u0022request_sample\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/127.0.0.0 Safari\/537.36\\r\\nAccept-Encoding: gzip\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Geck\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/127.0.0.0 Safari\/537.36\\r\\nAccept-Encoding: gzip\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Geck\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022}, \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: \u00229ac512dc6ce1a3a1262256f5eed8243accab7269\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Geck\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Geck\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 45\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 40.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 45}, \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: 45, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Geck\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022GET \/ HTTP\/1.1\\r\\nHost: 62.3.50.33:110\\r\\nUser-Agent: Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Geck\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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: [\u0022http_get_probe\u0022, \u0022mozi_pattern\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022http_get_probe\u0022, \u0022mozi_pattern\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":7,"bytes_in":188},{"id":12934694,"ip":"34.38.218.197","ts":"2026-07-20 03:54:08.000000","proto":"tcp","src_port":14474,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 64, \u0022payload_entropy\u0022: 5.875, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220bc29430209a1501e4a4048f59725d53efecdcd6\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00220a32a87fde6405747e90f7452e13410e\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\\u0005\ufffd\ufffdX\ufffd\ufffd\\bb\ufffdP*\\u0007rL\\u001dg\ufffd\ufffd+\ufffd.\\t\\u001b\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\\f\ufffd\ufffd\ufffd Y\\u001c$\\u0018C\ufffd\ufffdd\ufffd\u0022, \u0022request_sample\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\\u0005\ufffd\ufffdX\ufffd\ufffd\\bb\ufffdP*\\u0007rL\\u001dg\ufffd\ufffd+\ufffd.\\t\\u001b\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\\f\ufffd\ufffd\ufffd Y\\u001c$\\u0018C\ufffd\ufffdd\ufffd\u0022, \u0022payload_snippet\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\\u0005\ufffd\ufffdX\ufffd\ufffd\\bb\ufffdP*\\u0007rL\\u001dg\ufffd\ufffd+\ufffd.\\t\\u001b\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\\f\ufffd\ufffd\ufffd Y\\u001c$\\u0018C\ufffd\ufffdd\ufffd\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\\u0005\ufffd\ufffdX\ufffd\ufffd\\bb\ufffdP*\\u0007rL\\u001dg\ufffd\ufffd+\ufffd.\\t\\u001b\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\\f\ufffd\ufffd\ufffd Y\\u001c$\\u0018C\ufffd\ufffdd\ufffd\u0022, \u0022payload_snippet\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\\u0005\ufffd\ufffdX\ufffd\ufffd\\bb\ufffdP*\\u0007rL\\u001dg\ufffd\ufffd+\ufffd.\\t\\u001b\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\\f\ufffd\ufffd\ufffd Y\\u001c$\\u0018C\ufffd\ufffdd\ufffd\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022}, \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: \u00222180894890080831ecc2c9bee18560c1c788d6d3\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\\u0005\ufffd\ufffdX\ufffd\ufffd\\bb\ufffdP*\\u0007rL\\u001dg\ufffd\ufffd+\ufffd.\\t\\u001b\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\\f\ufffd\ufffd\ufffd Y\\u001c$\\u0018C\ufffd\ufffdd\ufffd\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\ufffd\ufffdX\ufffd\ufffdb\ufffdP*rLg\ufffd\ufffd+\ufffd.\\t\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\ufffd\ufffd\ufffd Y$C\ufffd\ufffdd\ufffd\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\\u0005\ufffd\ufffdX\ufffd\ufffd\\bb\ufffdP*\\u0007rL\\u001dg\ufffd\ufffd+\ufffd.\\t\\u001b\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\\f\ufffd\ufffd\ufffd Y\\u001c$\\u0018C\ufffd\ufffdd\ufffd\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd5SP\\\\F\ufffd6Uc\ufffdc\ufffd\ufffd\ufffd\ufffdX\ufffd\ufffdb\ufffdP*rLg\ufffd\ufffd+\ufffd.\\t\ufffdC\ufffd!1\ufffd\ufffdT\u003E[\ufffd\ufffd\ufffd\ufffd\ufffd Y$C\ufffd\ufffdd\ufffd\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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 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\u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":64},{"id":12934700,"ip":"34.38.218.197","ts":"2026-07-20 03:54:08.000000","proto":"tcp","src_port":14478,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \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: \u00226d82a6eb2523f8353402da03eb253964f349b05c\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: 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\u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":0},{"id":12934689,"ip":"34.38.218.197","ts":"2026-07-20 03:54:05.000000","proto":"tcp","src_port":14436,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 16, \u0022payload_entropy\u0022: 3.327819531114783, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.4, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 2, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00220bc29430209a1501e4a4048f59725d53efecdcd6\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ad32b372bf9a8e846b24a957491de4e3\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022Not a command \\r\\n\u0022, \u0022request_sample\u0022: \u0022Not a command \\r\\n\u0022, \u0022payload_snippet\u0022: \u0022Not a command\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022Not a command \\r\\n\u0022, \u0022payload_snippet\u0022: \u0022Not a command\u0022, \u0022classification_reason\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022}, \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: 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confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Type \u00ab port_110_tcp \u00bb (signaux protocolaires) \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022Not a command\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022Not a command\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: 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\u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 19, \u0022payload_entropy\u0022: 3.281373409411991, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 54.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 49, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: 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\u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 49}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 97.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022146feb4208f989935534a353df60ec62\u0022, \u0022path_pattern_hash\u0022: \u00224449b927317468afa12a2f935a413459\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 49}, \u0022payload_preview\u0022: \u0022\\u0010\\u0011\\u0000\\u0004MQTT\\u0003\\u0002\\u0000\u003C\\u0000\\u0005AAAAA\u0022, \u0022request_sample\u0022: 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Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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}, 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\u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022b2993d6e4414a846683a71de5eb18653\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022@RSYTCD: 29\\n\u0022, \u0022request_sample\u0022: \u0022@RSYTCD: 29\\n\u0022, \u0022payload_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022@RSYTCD: 29\\n\u0022, \u0022payload_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022}, \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: \u002263b0b68cba582f45642d56cbfa05d0c5ae80cf67\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022@RSYTCD: 29\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022@RSYTCD: 29\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022@RSYTCD: 29\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":12},{"id":12932368,"ip":"34.38.218.197","ts":"2026-07-20 03:22:19.000000","proto":"tcp","src_port":63120,"dst_port":110,"service":"pop3","classification":"oracle_tns_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 239, \u0022payload_entropy\u0022: 5.127911658718781, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 54.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 45, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022confidence\u0022: 0.47, \u0022classification_confidence\u0022: 0.47, \u0022precision_score\u0022: 56, \u0022precision_signals\u0022: [\u0022pat-0520\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0520\u0022], \u0022matched_patterns\u0022: [\u0022pat-0520\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022Oracle TNS connect\u0022, \u0022STUN binding\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0520\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 45}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 47.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a4128a3063c2666570c280a6e2b7f6cc\u0022, \u0022path_pattern_hash\u0022: \u0022420e91c120535c16728a9791d446fafc\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022request_sample\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123-a-a-bc-asdf)(CID=(PROGRAM=sqlplus)(HOST=__jdbc__)(USER=)))(ADDRESS=(PROTOCOL=tcp)(HOST=62.3.50.33)(PORT=110)))\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123-a-a-bc-asdf)(CID=(PROGRAM=sqlplus)(HOST=__jdbc__)(USER=)))(ADDRESS=(PROTOCOL=tcp)(HOST=62.3.50.33)(PORT=110)))\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022a54d5a1c2ee43864b18a645884d3e25fa4459efd\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\u003C,\ufffd\ufffd\ufffd:(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022attack_vector\u0022: \u0022oracle tns probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 47 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 45\/100\u0022, \u0022confidence_pct\u0022: 47, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 54.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 45}, \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: 45, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0520\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0520\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\ufffd\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0001\u003C\\u0001,\\u0000\\u0000\ufffd\\u0000\ufffd\\b\\u0000\\u0000\\u0000\\u0001\\u0000\ufffd\\u0000:\\u0000\\u0000\\u0004\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022oracle tns probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\u003C,\ufffd\ufffd\ufffd:(DESCRIPTION=(CONNECT_DATA=(SERVICE_NAME=non-abc-existent-ser-vice-123\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 47 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 47 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":239},{"id":12932369,"ip":"34.38.218.197","ts":"2026-07-20 03:22:19.000000","proto":"tcp","src_port":63134,"dst_port":110,"service":"pop3","classification":"mssql_tds","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 84, \u0022payload_entropy\u0022: 4.139167728978457, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 56.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 10.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0}, \u0022risk_score\u0022: 32, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00224dd39330461cf3ca280bcc759d61ab53bea1d9cf\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0356\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0356\u0022], \u0022matched_patterns\u0022: [\u0022pat-0348\u0022, \u0022pat-0356\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022RDP TPKT header\u0022, \u0022MSSQL TDS prelogin\u0022, \u0022ET H.323 setup\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0348\u0022, \u0022pat-0356\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 32}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 49.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002294e606a42613d0ef095b8001a98bf6ed\u0022, \u0022path_pattern_hash\u0022: \u0022285321e27377a1f85e5a231ca6cbffb2\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 32}, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022database_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002265e11fe15496fe5b89191251935d92a003bc42d7\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022Tuserpostgresdatabasepostgresapplication_namepsqlclient_encodingUTF8\u0022, \u0022attack_vector\u0022: \u0022mssql tds \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 32\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 32}, \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: 32, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0356\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0356\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000T\\u0000\\u0003\\u0000\\u0000user\\u0000postgres\\u0000database\\u0000postgres\\u0000application_name\\u0000psql\\u0000client_encoding\\u0000UTF8\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022mssql tds \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022Tuserpostgresdatabasepostgresapplication_namepsqlclient_encodingUTF8\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022postgres_startup\u0022, \u0022postgresql_probe\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022, \u0022postgres_startup\u0022, \u0022postgresql_probe\u0022]","anomalies":"[]","severity":4,"bytes_in":84},{"id":12932370,"ip":"34.38.218.197","ts":"2026-07-20 03:22:19.000000","proto":"tcp","src_port":63138,"dst_port":110,"service":"pop3","classification":"rtsp_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 50, \u0022payload_entropy\u0022: 4.768367439558379, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 42.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 42, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0382\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0382\u0022], \u0022matched_patterns\u0022: [\u0022pat-0103\u0022, \u0022pat-0382\u0022, \u0022pat-0420\u0022], \u0022matched_pattern_names\u0022: [\u0022LFI Double-dot bypass\u0022, \u0022RTSP protocol\u0022, \u0022HTTP OPTIONS method\u0022], \u0022pattern_ids\u0022: [\u0022pat-0103\u0022, \u0022pat-0382\u0022, \u0022pat-0420\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 42}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 49.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00229f669c0a8ae86334c7f54dafdf7dc7e0\u0022, \u0022path_pattern_hash\u0022: \u0022b1dd2a100b4c2489a836875293183168\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 42}, \u0022payload_preview\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\\r\\n\\r\\n\u0022, \u0022request_sample\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\\r\\n\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u002234903af83bcd362c73850617b99dd1f7deaa87d5\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\u0022, \u0022attack_vector\u0022: \u0022rtsp probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 42\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 42.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \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: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0382\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0382\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022rtsp probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022OPTIONS rtsp:\/\/example.com RTSP\/1.0\\r\\nCseq: 156\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":50},{"id":12932358,"ip":"34.38.218.197","ts":"2026-07-20 03:22:18.000000","proto":"tcp","src_port":63020,"dst_port":110,"service":"pop3","classification":"pop3_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 44, \u0022payload_entropy\u0022: 1.9235205817738175, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 48.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 45, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00224c2d8e4d9abc622803b6e39b98ef2b0304719c2c\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_confidence\u0022: 0.5, \u0022confidence\u0022: 0.5, \u0022precision_signals\u0022: [\u0022pat-0532\u0022], \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 50.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00222a177602bee0d039f41fbd6da5240e04\u0022, \u0022path_pattern_hash\u0022: \u002244d5bece51c65fa33908cf3d76b6745a\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022request_sample\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00226a83a1636a54f9274129009ed123c16cb591d9f5\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd(r\ufffd\ufffd\ufffd\ufffd|\u0022, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 45\/100\u0022, \u0022confidence_pct\u0022: 50, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \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: 45, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0532\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0532\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\ufffd\\u0000\\u0000(r\ufffd\\u001d\\u0013\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0002\\u0000\\u0001\ufffd\ufffd\\u0000\\u0001\ufffd|\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd(r\ufffd\ufffd\ufffd\ufffd|\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 50 % \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: 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\u002244d5bece51c65fa33908cf3d76b6745a\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022\ufffd\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022request_sample\u0022: \u0022\ufffd\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022payload_snippet\u0022: \u0022\ufffd\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\ufffd\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022payload_snippet\u0022: \u0022\ufffd\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00226a6187f4129375ba08afc74ab37e2df0712bdbce\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\ufffd\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\u0022, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 45\/100\u0022, \u0022confidence_pct\u0022: 50, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \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: 45, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0554\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0554\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\ufffd\ufffd\\u0000\\u0000\\u0000\\u0006\\u0001\\u0002\\u0000\\u0000\\u0000\\u0001\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022\ufffd\ufffd\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 50 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":12},{"id":12932362,"ip":"34.38.218.197","ts":"2026-07-20 03:22:18.000000","proto":"tcp","src_port":63046,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 14, \u0022payload_entropy\u0022: 3.128085278891395, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022matched_patterns\u0022: [\u0022pat-0414\u0022], \u0022matched_pattern_names\u0022: [\u0022Redis PING RESP\u0022], \u0022pattern_ids\u0022: [\u0022pat-0414\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a43cb6a3b9d261112714d00e36b33106\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022*1\\r\\n$4\\r\\nPING\\r\\n\u0022, \u0022request_sample\u0022: \u0022*1\\r\\n$4\\r\\nPING\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022*1\\r\\n$4\\r\\nPING\\r\\n\u0022, \u0022payload_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022}, \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: \u00224b91035ab300bb1c257fb87be22dc1836100b139\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022*1\\r\\n$4\\r\\nPING\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":14},{"id":12932354,"ip":"34.38.218.197","ts":"2026-07-20 03:22:15.000000","proto":"tcp","src_port":62986,"dst_port":110,"service":"pop3","classification":"kafka_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 71, \u0022payload_entropy\u0022: 4.83906190787142, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google 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0.47, \u0022classification_confidence\u0022: 0.47, \u0022precision_score\u0022: 56, \u0022precision_signals\u0022: [\u0022pat-0556\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0556\u0022], \u0022matched_patterns\u0022: [\u0022pat-0556\u0022, \u0022pat-0554\u0022], \u0022matched_pattern_names\u0022: [\u0022Kafka ApiVersions key\u0022, \u0022Minecraft varint handshake\u0022], \u0022pattern_ids\u0022: [\u0022pat-0556\u0022, \u0022pat-0554\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 32}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 47.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: 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2.2-18\\u0000\\u0012apache-kafka-java\\u00062.4.0\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000C\\u0000\\u0012\\u0000\\u0000\\u001e3\ufffd\\u0000\\u001fconsumer-Offset Explorer 2.2-18\\u0000\\u0012apache-kafka-java\\u00062.4.0\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000C\\u0000\\u0012\\u0000\\u0000\\u001e3\ufffd\\u0000\\u001fconsumer-Offset Explorer 2.2-18\\u0000\\u0012apache-kafka-java\\u00062.4.0\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022enterprise_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, 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\u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 47%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 32\/100\u0022, \u0022confidence_pct\u0022: 47, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 32}, \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: 32, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0556\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0556\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000C\\u0000\\u0012\\u0000\\u0000\\u001e3\ufffd\\u0000\\u001fconsumer-Offset Explorer 2.2-18\\u0000\\u0012apache-kafka-java\\u00062.4.0\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022kafka probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022C3\ufffdconsumer-Offset Explorer 2.2-18apache-kafka-java2.4.0\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 47 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 47 % \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: 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03:22:15.000000","proto":"tcp","src_port":62998,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 39, \u0022payload_entropy\u0022: 4.104536890528651, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 10.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.5, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0}, \u0022risk_score\u0022: 40, \u0022tag_count\u0022: 5, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00224dd39330461cf3ca280bcc759d61ab53bea1d9cf\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0348\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0348\u0022], \u0022matched_patterns\u0022: [\u0022pat-0348\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022RDP TPKT header\u0022, \u0022ET H.323 setup\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0348\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 40}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022rdp_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 49.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022a82728b204662582c8222a33085e6c29\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 40}, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u00063vU727\u0022, \u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u00063vU727\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u00063vU727\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u00063vU727\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u00063vU727\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022}, \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: \u002277608fff6045bb002c6898298b939703538e987c\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u00063vU727\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022#3\ufffd\\radminclient-53vU727\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9 \u00b7 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 40\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 10.0, \u0022risk_score\u0022: 40}, \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: 40, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0348\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0348\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u0000\\u0000#\\u0000\\u0003\\u0000\\u0000\\u001e3\ufffd\\u0000\\radminclient-5\\u0000\\u0000\\u0000\\u0001\\u0000\\u00063vU727\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022#3\ufffd\\radminclient-53vU727\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9 \u00b7 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 49 % \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: 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03:22:15.000000","proto":"tcp","src_port":63010,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022port_inferred_service\u0022: true, \u0022bytes_in\u0022: 0, \u0022payload_entropy\u0022: 0.0, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, 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\u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00226d82a6eb2523f8353402da03eb253964f349b05c\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: null, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification 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\u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 56.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 4.1, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 35, \u0022tag_count\u0022: 4, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u0022726ed118df54a678eb75d34ceb20ad5e79cd827a\u0022, \u0022event_fingerprint\u0022: \u00229220bac2adc3c594b4910f2407683c9d020ff636\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 95%\u0022, \u0022confidence\u0022: 0.95, \u0022classification_confidence\u0022: 0.95, \u0022precision_score\u0022: 83, \u0022precision_signals\u0022: [\u0022pat-0519\u0022, \u0022INT-upstream\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0519\u0022, \u0022INT-upstream\u0022], \u0022matched_patterns\u0022: [\u0022pat-0519\u0022, \u0022pat-0768\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022MSSQL TDS prelogin\u0022, \u0022Mumble ping\u0022, \u0022STUN binding\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0519\u0022, \u0022pat-0768\u0022, \u0022pat-0771\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 35}, \u0022named_classification_skipped\u0022: false, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 95.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00220efe38694fbb4cc2af819186b5e9ae9e\u0022, \u0022path_pattern_hash\u0022: \u0022285321e27377a1f85e5a231ca6cbffb2\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 35}, \u0022payload_preview\u0022: \u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022request_sample\u0022: \u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 95%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022database_scan\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u00228961e485cb0c90823478f1c8591dced50c06a619\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022X%\u0026\u0027+,$\ufffd\\t\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\u066a\u003CK\ufffd{\ufffd\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\u0022, \u0022attack_vector\u0022: \u0022mssql tds \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 95%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 95%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 35\/100\u0022, \u0022confidence_pct\u0022: 95, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 56.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 35}, \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: 35, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0519\u0022, \u0022INT-upstream\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0519\u0022, \u0022Upstream\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-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0012\\u0001\\u0000X\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u001f\\u0000\\u0006\\u0001\\u0000%\\u0000\\u0001\\u0002\\u0000\u0026\\u0000\\u0001\\u0003\\u0000\u0027\\u0000\\u0004\\u0004\\u0000+\\u0000\\u0001\\u0005\\u0000,\\u0000$\ufffd\\u0011\\t\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\\u001f\u066a\u003C\\u0013K\ufffd{\ufffd\\u0003\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\\u0000\\u0000\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022mssql tds \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u0022X%\u0026\u0027+,$\ufffd\\t\ufffd\ufffd\ufffd\\\\\ufffdk\ufffd\u066a\u003CK\ufffd{\ufffd\\\\2!$\ufffd\ufffd\ufffd7\ufffdb9JF,\ufffd\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 95 % \u2014 Motif catalogue confirm\u00e9\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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\u0022}, \u0022hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022sensor_id\u0022: \u0022sensor-1\u0022, \u0022attack_chain_stage\u0022: \u0022discovery\u0022, \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022mssql_tds\u0022, \u0022net_bruteforce_burst\u0022, \u0022net_mssql_tds\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022mssql_tds\u0022, \u0022net_bruteforce_burst\u0022, \u0022net_mssql_tds\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":5,"bytes_in":88},{"id":12932350,"ip":"34.38.218.197","ts":"2026-07-20 03:22:12.000000","proto":"tcp","src_port":62974,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 60, \u0022payload_entropy\u0022: 4.529737420890339, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 15.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u002290a21a7c7c63b720da188cea6b1e41a0aed5b30f\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022confidence\u0022: 0.55, \u0022classification_confidence\u0022: 0.55, \u0022precision_score\u0022: 0, \u0022precision_signals\u0022: [], \u0022kb_rule_ids\u0022: [], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00228592fc8cb30d605b9657f0403fd7469d\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u00220:\\u0002\\u0004\\u0000}\ufffd\ufffd`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=pqufagavrvibrhinbnbr\ufffd\\u0014pqufagavrvibrhinbnbr\u0022, \u0022request_sample\u0022: \u00220:\\u0002\\u0004\\u0000}\ufffd\ufffd`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=pqufagavrvibrhinbnbr\ufffd\\u0014pqufagavrvibrhinbnbr\u0022, \u0022payload_snippet\u0022: \u00220:\\u0002\\u0004\\u0000}\ufffd\ufffd`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=pqufagavrvibrhinbnbr\ufffd\\u0014pqufagavrvibrhinbnbr\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u00220:\\u0002\\u0004\\u0000}\ufffd\ufffd`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=pqufagavrvibrhinbnbr\ufffd\\u0014pqufagavrvibrhinbnbr\u0022, \u0022payload_snippet\u0022: \u00220:\\u0002\\u0004\\u0000}\ufffd\ufffd`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=pqufagavrvibrhinbnbr\ufffd\\u0014pqufagavrvibrhinbnbr\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022}, \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: \u0022175897b68d989486fb062493d1d8493b9bdd8157\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u00220:\\u0002\\u0004\\u0000}\ufffd\ufffd`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=pqufagavrvibrhinbnbr\ufffd\\u0014pqufagavrvibrhinbnbr\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u00220:}\ufffd\ufffd`2cn=pqufagavrvibrhinbnbr\ufffdpqufagavrvibrhinbnbr\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 55%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 55, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 15.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\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: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u00220:\\u0002\\u0004\\u0000}\ufffd\ufffd`2\\u0002\\u0001\\u0003\\u0004\\u0017cn=pqufagavrvibrhinbnbr\ufffd\\u0014pqufagavrvibrhinbnbr\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u00220:}\ufffd\ufffd`2cn=pqufagavrvibrhinbnbr\ufffdpqufagavrvibrhinbnbr\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 55 % \u2014 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 55 % \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: 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\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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, 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\u0022discovery\u0022, \u0022matched_patterns\u0022: [], \u0022ban_policy\u0022: \u0022advisory_monitor\u0022, \u0022tags_list\u0022: [\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":0},{"id":12932342,"ip":"34.38.218.197","ts":"2026-07-20 03:22:06.000000","proto":"tcp","src_port":4640,"dst_port":110,"service":"pop3","classification":"port_110_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: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 19, \u0022payload_entropy\u0022: 1.983740670882855, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, \u0022country\u0022: \u0022BE\u0022, \u0022dst_port\u0022: 110, \u0022risk_waf\u0022: 8.0, \u0022risk_classification\u0022: 38.0, \u0022risk_behavior\u0022: 0.0, \u0022risk_geo\u0022: 40.0, \u0022risk_protocol\u0022: 30.0, \u0022risk_novelty\u0022: 0.0, \u0022risk_boost\u0022: 0, \u0022risk_granularity\u0022: 3.8, \u0022risk_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0}, \u0022risk_score\u0022: 38, \u0022tag_count\u0022: 3, \u0022anomaly_count\u0022: 0, \u0022campaign_key\u0022: \u00227ba0cba937b3e4ab417fce5fba4756814d5d31b4\u0022, \u0022event_fingerprint\u0022: \u00228d5f083aa812a6762c3b48b8375cd32260924478\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022confidence\u0022: 0.49, \u0022classification_confidence\u0022: 0.49, \u0022precision_score\u0022: 58, \u0022precision_signals\u0022: [\u0022pat-0348\u0022], \u0022kb_rule_ids\u0022: [\u0022pat-0348\u0022], \u0022matched_patterns\u0022: [\u0022pat-0348\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022matched_pattern_names\u0022: [\u0022RDP TPKT header\u0022, \u0022ET H.323 setup\u0022, \u0022Minecraft varint handshake\u0022, \u0022TFTP RRQ\u0022], \u0022pattern_ids\u0022: [\u0022pat-0348\u0022, \u0022pat-0868\u0022, \u0022pat-0554\u0022, \u0022pat-0536\u0022], \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022rdp_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 49.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u00220003c8efa0acdc0c6540f4bdb920f6bc\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022request_sample\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022payload_snippet\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022}, \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: \u0022cfe2ae4a0787b638c4d6681b90512950d876f990\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0003\\u0000\\u0000\\u0013\\u000e\ufffd\\u0000\\u0000\\u0000\\u0000\\u0000\\u0001\\u0000\\b\\u0000\\u000b\\u0000\\u0000\\u0000\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u0022\ufffd\u0022, \u0022attack_vector\u0022: \u0022port 110 tcp \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 49 % \u2014 Motif catalogue confirm\u00e9 \u00b7 Classification nomm\u00e9e non retenue \u2014 preuves insuffisantes\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 49%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 38\/100\u0022, \u0022confidence_pct\u0022: 49, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 38.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: 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\u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \u0022named_classification_skipped\u0022: true, \u0022named_candidate\u0022: \u0022pop3_probe\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 55.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u0022ad32b372bf9a8e846b24a957491de4e3\u0022, \u0022path_pattern_hash\u0022: \u0022dc4164b66ff59a3b1d171afce3368aeb\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 38}, \u0022payload_preview\u0022: \u0022Not a command \\r\\n\u0022, \u0022request_sample\u0022: \u0022Not a command \\r\\n\u0022, 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\u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 38}, \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: 38, \u0022risk_label\u0022: \u0022Faible\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: null, \u0022tags_summary_labels_fr\u0022: null, \u0022recommended_action\u0022: \u0022monitor\u0022, \u0022recommended_action_label\u0022: \u0022Surveiller\u0022, \u0022mitre\u0022: \u0022TA0007\u0022, \u0022mitre_technique\u0022: \u0022TA0007\u0022, \u0022persona_hostname\u0022: \u0022mail.sensor-1.internal\u0022, \u0022persona_service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022correlation_flags\u0022: null, 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\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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce_burst\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":16},{"id":12932339,"ip":"34.38.218.197","ts":"2026-07-20 03:22:03.000000","proto":"tcp","src_port":4618,"dst_port":110,"service":"pop3","classification":"pop3_probe","waf_score":null,"waf_tags":null,"http_method":null,"http_target":null,"sensor_id":"paris-1","meta":"{\u0022protocol_emulated\u0022: true, \u0022emulator_response\u0022: \u00222b4f4b20504f503320686f6e6579706f742072656164790d0a\u0022, \u0022emulator_response_len\u0022: 25, \u0022bytes_in\u0022: 32, \u0022payload_entropy\u0022: 3.4681390622295662, \u0022port_category\u0022: \u0022well_known\u0022, \u0022org\u0022: \u0022Google LLC\u0022, \u0022service\u0022: \u0022pop3\u0022, \u0022app_proto\u0022: \u0022pop3\u0022, \u0022asn\u0022: 396982, 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\u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_confidence_factor\u0022: 50.0, \u0022city\u0022: null, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false, \u0022geo\u0022: {\u0022country\u0022: \u0022BE\u0022, \u0022asn\u0022: 396982, \u0022org\u0022: \u0022Google LLC\u0022, \u0022is_datacenter\u0022: true, \u0022is_tor_hint\u0022: false}, \u0022fingerprint\u0022: {\u0022payload_hash\u0022: \u002297f90041421d6f2638a3abc086259841\u0022, \u0022path_pattern_hash\u0022: \u002244d5bece51c65fa33908cf3d76b6745a\u0022}, \u0022target_context\u0022: {\u0022dst_port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022risk_score\u0022: 45}, \u0022payload_preview\u0022: \u0022\\u0000\\u001e3\ufffd\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022request_sample\u0022: \u0022\\u0000\\u001e3\ufffd\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u001e3\ufffd\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022evidence\u0022: {\u0022request_sample\u0022: \u0022\\u0000\\u001e3\ufffd\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022payload_snippet\u0022: \u0022\\u0000\\u001e3\ufffd\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022}, \u0022attack_stage\u0022: \u0022probe\u0022, \u0022mitre_tactics\u0022: [\u0022TA0007\u0022, \u0022TA0001\u0022], \u0022mitre\u0022: \u0022TA0007\u0022, \u0022threat_family\u0022: [\u0022scanner\u0022], \u0022recommended_client_action\u0022: \u0022monitor\u0022, \u0022policy_mode\u0022: \u0022intelligence\u0022, \u0022sensor_role\u0022: \u0022threat_intelligence\u0022, \u0022event_signature\u0022: \u0022be161abe5d7ad2d5edec43589048a19adf6f91ac\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u001e3\ufffd\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022evidence_snippet\u0022: \u00223\ufffdversionbind\u0022, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022site_display\u0022: {\u0022classification\u0022: null, \u0022classification_reason\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022classification_reason_label_fr\u0022: \u0022Rafale d\u0027authentification SSH \u00b7 confiance 50%\u0022, \u0022executive_one_liner_fr\u0022: \u0022Activit\u00e9 suspecte \u00b7 risque 45\/100\u0022, \u0022confidence_pct\u0022: 50, \u0022confidence_breakdown\u0022: {\u0022waf\u0022: 8.0, \u0022classification\u0022: 48.0, \u0022behavior\u0022: 0.0, \u0022geo\u0022: 40.0, \u0022protocol\u0022: 30.0, \u0022novelty\u0022: 0.0, \u0022risk_score\u0022: 45}, \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: 45, \u0022risk_label\u0022: \u0022Moyen\u0022, \u0022service_name\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022, \u0022dst_port\u0022: 110, \u0022protocol_emulated\u0022: true, \u0022tags_summary\u0022: [\u0022pat-0771\u0022], \u0022tags_summary_labels_fr\u0022: [\u0022pat-0771\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-pop3\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: \u0022Confiance mod\u00e9r\u00e9e \u2014 signal unique\u0022, \u0022protocol_details\u0022: {\u0022pop3_auth_fr\u0022: \u0022Sonde protocole POP3 (USER\/PASS)\u0022, \u0022payload_preview\u0022: \u0022\\u0000\\u001e3\ufffd\\u0001\\u0000\\u0000\\u0001\\u0000\\u0000\\u0000\\u0000\\u0000\\u0000\\u0007version\\u0004bind\\u0000\\u0000\\u0010\\u0000\\u0003\u0022, \u0022port\u0022: 110, \u0022service\u0022: \u0022pop3\u0022, \u0022service_label_fr\u0022: \u0022POP3\u0022}, \u0022attack_vector\u0022: \u0022pop3 probe \u00b7 via POP3:110 \u00b7 (sonde \/ probe)\u0022, \u0022evidence_snippet\u0022: \u00223\ufffdversionbind\u0022, \u0022target_port_label\u0022: \u0022110 \u00b7 POP3\u0022, \u0022emulator_service\u0022: \u0022pop3\u0022, \u0022confidence_reason\u0022: \u0022Confiance 50 % \u2014 Motif catalogue confirm\u00e9\u0022, \u0022confidence_factors_fr\u0022: \u0022Confiance 50 % \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: \u0022pop3\u0022, \u0022service_banner\u0022: \u0022honeypot-pop3\u0022, \u0022service_os\u0022: \u0022linux\u0022, \u0022dst_port\u0022: \u0022110\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_bruteforce\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022], \u0022asn_dc_heuristic\u0022: true}","tls_sni":null,"tls_ja3_hash":null,"tls_ja3":null,"http_version":null,"http_host":null,"http_user_agent":null,"http_referer":null,"tags":"[\u0022net_bruteforce\u0022, \u0022net_pop3_probe\u0022, \u0022pop3_emulated\u0022]","anomalies":"[]","severity":3,"bytes_in":32}],"total_events":58}