153.75.247.172

{
    "bytes_in": 12,
    "payload_entropy": 0.8166890883150209,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 6000,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.7,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "5c8df6f4eabf9d7af3f3ecf6c7cf512e0b981324",
    "event_fingerprint": "ee4840953fa1cc900d65a98f0af258a8aa6cd646",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "pat-0768"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "payload_hash": "ad33d13d6bc3bd05c9957f130811a989",
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 6000,
        "risk_score": 44
    },
    "payload_preview": "l\u0000\u000b\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000",
    "request_sample": "l\u0000\u000b\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000",
    "payload_snippet": "l\u0000\u000b\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000",
    "evidence": {
        "request_sample": "l\u0000\u000b\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000",
        "payload_snippet": "l\u0000\u000b\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000",
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%"
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "3f1dd0db410bf32fe11136bbd2649985b90af8fe",
    "protocol_details": {
        "payload_preview": "l\u0000\u000b\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000",
        "port": 6000
    },
    "evidence_snippet": "l",
    "attack_vector": "Sonde port \u00b7 port 6000 \u00b7 (sonde \/ probe)",
    "target_port_label": "6000",
    "confidence_reason": "Confiance 50 % \u2014 Motif catalogue confirm\u00e9",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 6000,
        "protocol_emulated": null,
        "tags_summary": [
            "pat-0768"
        ],
        "tags_summary_labels_fr": [
            "pat-0768"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "payload_preview": "l\u0000\u000b\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000\u0000",
            "port": 6000
        },
        "attack_vector": "Sonde port \u00b7 port 6000 \u00b7 (sonde \/ probe)",
        "evidence_snippet": "l",
        "target_port_label": "6000",
        "emulator_service": null,
        "confidence_reason": "Confiance 50 % \u2014 Motif catalogue confirm\u00e9",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "6000"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5949",
        "port:5961",
        "port:5962",
        "port:5968",
        "port:5998",
        "port:6000"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5998,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.4,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "7e952765297eef6e05d937c628fcebde5e20e8e5",
    "event_fingerprint": "3029f712c7241953020ad55206a66e78dcf31595",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5998,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "ea0bca2f8440e9cf1e1c9895b5c122dbbe117b95",
    "protocol_details": {
        "port": 5998
    },
    "attack_vector": "port scan syn \u00b7 port 5998 \u00b7 (reconnaissance)",
    "target_port_label": "5998",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (5 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5998,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5998
        },
        "attack_vector": "port scan syn \u00b7 port 5998 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5998",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5998"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5949",
        "port:5961",
        "port:5962",
        "port:5968",
        "port:5998"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5949,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.5,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "83fa789117a24d3129d80553f06beda7523bd30f",
    "event_fingerprint": "44281265c09a7fbacb605e72e6544d6a01cdda5f",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5949,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "332bd6df1502dc5b1ee03d06dc5bdbde7e8a98b9",
    "protocol_details": {
        "port": 5949
    },
    "attack_vector": "Sonde port \u00b7 port 5949 \u00b7 (sonde \/ probe)",
    "target_port_label": "5949",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5949,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5949
        },
        "attack_vector": "Sonde port \u00b7 port 5949 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5949",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5949"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5949",
        "port:5961",
        "port:5962",
        "port:5968"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5968,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.6,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "7a365bb4c4af75dff23c013896363220f39044d0",
    "event_fingerprint": "9e65201fc926055ff4b730849900de14f6f125c4",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5968,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "dbf7f5b334d3c8bcb15a6c2d33909b51f75ffee7",
    "protocol_details": {
        "port": 5968
    },
    "attack_vector": "Sonde port \u00b7 port 5968 \u00b7 (sonde \/ probe)",
    "target_port_label": "5968",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5968,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5968
        },
        "attack_vector": "Sonde port \u00b7 port 5968 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5968",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5968"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 3,
    "multi_protocol_sample": [
        "port:5961",
        "port:5962",
        "port:5968"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5961,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.4,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "1136b2e27a4be7de1507201c99c56625b97f93cd",
    "event_fingerprint": "7e4513f3fc7e212d47c790bab7a1503acbd3cd7b",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5961,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "df9331fc5100e098fd928431408704919b94ea4d",
    "protocol_details": {
        "port": 5961
    },
    "attack_vector": "Sonde port \u00b7 port 5961 \u00b7 (sonde \/ probe)",
    "target_port_label": "5961",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5961,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5961
        },
        "attack_vector": "Sonde port \u00b7 port 5961 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5961",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5961"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 2,
    "multi_protocol_sample": [
        "port:5961",
        "port:5962"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5962,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.6,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "bfbe8d5534f14f7d8e1073a60b4bea1bde134a33",
    "event_fingerprint": "7f04573b7a63c74691ea293279e1d81f5a095325",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5962,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "0b94b4b70f25576e740b5966f329dcaf5bc97ea2",
    "protocol_details": {
        "port": 5962
    },
    "attack_vector": "Sonde port \u00b7 port 5962 \u00b7 (sonde \/ probe)",
    "target_port_label": "5962",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5962,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5962
        },
        "attack_vector": "Sonde port \u00b7 port 5962 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5962",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5962"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 3,
    "multi_protocol_sample": [
        "port:5962",
        "port:5965",
        "port:5971"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor",
    "behavior_alert_count": 1,
    "behavior_priority": 72
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5965,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.1,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "e9064013f91a00b20abd9ceee241e29427da6e62",
    "event_fingerprint": "d666405016e2bcaab77aec90e6a1a2193e6b6c25",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5965,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "6be06bb31ed6936f198d26ac51aaaae5b7bfbd8b",
    "protocol_details": {
        "port": 5965
    },
    "attack_vector": "Sonde port \u00b7 port 5965 \u00b7 (sonde \/ probe)",
    "target_port_label": "5965",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5965,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5965
        },
        "attack_vector": "Sonde port \u00b7 port 5965 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5965",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5965"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5937",
        "port:5960",
        "port:5965",
        "port:5969",
        "port:5971",
        "port:5991"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5971,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "3bbce53a809da17ae5304ff2b02c7d6574b28a3d",
    "event_fingerprint": "3e512a85cb67d09797db7f51c0f90238b7573f50",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 14
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5971,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "6375a5f719b97ba424bcd3d5f8794bb3a9e8f1f5",
    "protocol_details": {
        "port": 5971
    },
    "attack_vector": "port scan syn \u00b7 port 5971 \u00b7 (reconnaissance)",
    "target_port_label": "5971",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (7 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 14
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5971,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "campagne_ports",
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Campagne multi-ports",
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +14",
        "protocol_details": {
            "port": 5971
        },
        "attack_vector": "port scan syn \u00b7 port 5971 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5971",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14",
        "campaign_hint_fr": "Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte",
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5971"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "port_scan_campaign": true,
    "port_scan_distinct_ports": 4,
    "port_scan_ports_sample": [
        5937,
        5960,
        5969,
        5971
    ],
    "multi_protocol_correlation": true,
    "multi_protocol_count": 7,
    "multi_protocol_sample": [
        "port:5937",
        "port:5960",
        "port:5969",
        "port:5971",
        "port:5976",
        "port:5978",
        "port:5991"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "port_scan_campaign",
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 14,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5969,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.7,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "d651e59f1d710f34849c8f6fe5a7050d5071a25a",
    "event_fingerprint": "678e2a773c6ff1ad83923f2e63fd301eb0eb876d",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5969,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "0c2d2414b87a8a75da837db12b7d5e60741fd7f9",
    "protocol_details": {
        "port": 5969
    },
    "attack_vector": "port scan syn \u00b7 port 5969 \u00b7 (reconnaissance)",
    "target_port_label": "5969",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (7 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5969,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5969
        },
        "attack_vector": "port scan syn \u00b7 port 5969 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5969",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5969"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 7,
    "multi_protocol_sample": [
        "port:5937",
        "port:5960",
        "port:5969",
        "port:5976",
        "port:5978",
        "port:5991",
        "port:5999"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5937,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.6,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "ec9607ade3a06b6f404c6fe9191a29d9e23d6af9",
    "event_fingerprint": "32839f048b56050d2929ae3def4bafae5e1f7f70",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5937,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "4157c0c5d589428930e6078ff407284cb46985b5",
    "protocol_details": {
        "port": 5937
    },
    "attack_vector": "Sonde port \u00b7 port 5937 \u00b7 (sonde \/ probe)",
    "target_port_label": "5937",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5937,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5937
        },
        "attack_vector": "Sonde port \u00b7 port 5937 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5937",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5937"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5937",
        "port:5960",
        "port:5976",
        "port:5978",
        "port:5991",
        "port:5999"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5960,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.3,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "9812817c7d3a9d508bc3550c34b14ca2d1e422bf",
    "event_fingerprint": "257da687375d133313934984befb0ca495e6172e",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5960,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "d06c8adc8bd147c871326bb92b4cc07e5045feef",
    "protocol_details": {
        "port": 5960
    },
    "attack_vector": "Sonde port \u00b7 port 5960 \u00b7 (sonde \/ probe)",
    "target_port_label": "5960",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5960,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5960
        },
        "attack_vector": "Sonde port \u00b7 port 5960 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5960",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5960"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5960",
        "port:5976",
        "port:5978",
        "port:5991",
        "port:5999"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor",
    "behavior_alert_count": 1,
    "behavior_priority": 72
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5991,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.3,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "c1ea2b2da4acb3292771315051931c0368a9cf6d",
    "event_fingerprint": "28e460dadf588e531c94cb6cf6e4224c567be1f1",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5991,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "5bfa71a87c741e35dae9f5496cd0c54e475e9653",
    "protocol_details": {
        "port": 5991
    },
    "attack_vector": "Sonde port \u00b7 port 5991 \u00b7 (sonde \/ probe)",
    "target_port_label": "5991",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5991,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5991
        },
        "attack_vector": "Sonde port \u00b7 port 5991 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5991",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5991"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 8,
    "multi_protocol_sample": [
        "port:5938",
        "port:5955",
        "port:5976",
        "port:5978",
        "port:5990",
        "port:5991",
        "port:5999",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5978,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "5795deb0e5cd425b2d4c6bc5f598e676cdbefd23",
    "event_fingerprint": "5752f9779809b126248d6e36f780479013ddf6f6",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5978,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "2323fc4e989536aa51f3f63fd6e8a80daa11faee",
    "protocol_details": {
        "port": 5978
    },
    "attack_vector": "port scan syn \u00b7 port 5978 \u00b7 (reconnaissance)",
    "target_port_label": "5978",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (9 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5978,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5978
        },
        "attack_vector": "port scan syn \u00b7 port 5978 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5978",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5978"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 9,
    "multi_protocol_sample": [
        "port:5938",
        "port:5952",
        "port:5955",
        "port:5966",
        "port:5976",
        "port:5978",
        "port:5990",
        "port:5999"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5976,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.8,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "bacd6200e0c372ab1bcaa079710bfafeca02ed5d",
    "event_fingerprint": "bc61aac2a3a152998268a67e32d3d786df379b83",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5976,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "cfb47ac2f87d4f04a95c6528a1af2eef6174d089",
    "protocol_details": {
        "port": 5976
    },
    "attack_vector": "Sonde port \u00b7 port 5976 \u00b7 (sonde \/ probe)",
    "target_port_label": "5976",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5976,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5976
        },
        "attack_vector": "Sonde port \u00b7 port 5976 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5976",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5976"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 8,
    "multi_protocol_sample": [
        "port:5938",
        "port:5952",
        "port:5955",
        "port:5966",
        "port:5976",
        "port:5990",
        "port:5999",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5999,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.6,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "fa36a6668ba48b40316f3ecc1e63d60023a0a18c",
    "event_fingerprint": "519650dfd5ee7e03cb0eaa80838c6e688870dfd9",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5999,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "396adb52a1ffaa0b568f69d666f879ac854e88e6",
    "protocol_details": {
        "port": 5999
    },
    "attack_vector": "Sonde port \u00b7 port 5999 \u00b7 (sonde \/ probe)",
    "target_port_label": "5999",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5999,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5999
        },
        "attack_vector": "Sonde port \u00b7 port 5999 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5999",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5999"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 7,
    "multi_protocol_sample": [
        "port:5938",
        "port:5952",
        "port:5955",
        "port:5966",
        "port:5990",
        "port:5999",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5990,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.1,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "51cdfcffa8d96013a08145230376b1ab4d800305",
    "event_fingerprint": "5fe37fd387ba510fa4e5c38f95bcf3fdc8fc9d48",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5990,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "6f3c1c4d3659d334defa7744a63874dffaa4a521",
    "protocol_details": {
        "port": 5990
    },
    "attack_vector": "port scan syn \u00b7 port 5990 \u00b7 (reconnaissance)",
    "target_port_label": "5990",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (6 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5990,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5990
        },
        "attack_vector": "port scan syn \u00b7 port 5990 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5990",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5990"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5938",
        "port:5952",
        "port:5955",
        "port:5966",
        "port:5990",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor",
    "behavior_alert_count": 1,
    "behavior_priority": 72
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5955,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 0.5,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "a36d742018bfb535dcf58e0441c598d9ceca5ea8",
    "event_fingerprint": "72737bbe865ad36d0e9fe509cbf03f415bcc9d92",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5955,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "86557cf90a6a45a9384da72cd8a8d06bcd85547e",
    "protocol_details": {
        "port": 5955
    },
    "attack_vector": "port scan syn \u00b7 port 5955 \u00b7 (reconnaissance)",
    "target_port_label": "5955",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (6 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5955,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5955
        },
        "attack_vector": "port scan syn \u00b7 port 5955 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5955",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5955"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5938",
        "port:5952",
        "port:5955",
        "port:5966",
        "port:5974",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "protocol_emulated": true,
    "emulator_response": "485454502f312e312034303120556e617574686f72697a65640d0a5757572d41757468656e7469636174653a204e65676f74696174650d0a436f6e74656e742d4c656e6774683a20300d0a0d0a",
    "emulator_response_len": 77,
    "port_inferred_service": true,
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": "winrm",
    "app_proto": "winrm",
    "asn": 19318,
    "country": "US",
    "dst_port": 5985,
    "risk_waf": 8,
    "risk_classification": 62,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 36,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1,
    "risk_breakdown": {
        "waf": 8,
        "classification": 62,
        "behavior": 0,
        "geo": 0,
        "protocol": 36,
        "novelty": 0
    },
    "risk_score": 24,
    "tag_count": 2,
    "anomaly_count": 0,
    "campaign_key": "c549abcc3c12627af589696228cecd16670f21b5",
    "event_fingerprint": "69c3741eda286def0bdd9c17863648ff58bc3b2f",
    "classification_reason": "Type \u00ab winrm_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 62,
        "behavior": 0,
        "geo": 0,
        "protocol": 36,
        "novelty": 0,
        "risk_score": 24,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "service_name": "winrm",
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "a98d2328dfdc853a4ac94ea7611b67e5"
    },
    "target_context": {
        "dst_port": 5985,
        "service": "winrm",
        "service_name": "winrm",
        "risk_score": 24
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "afb8fcf9ef5a81814179d51060cc7b145afadc8c",
    "protocol_details": {
        "port": 5985,
        "service": "winrm",
        "service_label_fr": "WINRM"
    },
    "attack_vector": "winrm probe \u00b7 via WINRM:5985 \u00b7 (sonde \/ probe)",
    "target_port_label": "5985 \u00b7 WINRM",
    "emulator_service": "winrm",
    "confidence_reason": "Confiance 0 % \u2014 2 signal(aux) capteur",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab winrm_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab winrm_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 62,
            "behavior": 0,
            "geo": 0,
            "protocol": 36,
            "novelty": 0,
            "risk_score": 24,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 24,
        "risk_label": "Faible",
        "service_name": "winrm",
        "service_label_fr": "WINRM",
        "dst_port": 5985,
        "protocol_emulated": true,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot-winrm",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5985,
            "service": "winrm",
            "service_label_fr": "WINRM"
        },
        "attack_vector": "winrm probe \u00b7 via WINRM:5985 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5985 \u00b7 WINRM",
        "emulator_service": "winrm",
        "confidence_reason": "Confiance 0 % \u2014 2 signal(aux) capteur",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "winrm",
        "service_banner": "honeypot-winrm",
        "service_os": "linux",
        "dst_port": "5985"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5938",
        "port:5952",
        "port:5966",
        "port:5974",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor",
    "tags_list": [
        "net_winrm_probe",
        "winrm_emulated"
    ]
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5938,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.7,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "d5ab86c9d3a3a81ae41c08870db3859c85ce9275",
    "event_fingerprint": "27715cc4803f21ba2823cf3312ba7992ed796384",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5938,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "b152ba23ec55aa18d5e521bd4415658831567563",
    "protocol_details": {
        "port": 5938
    },
    "attack_vector": "Sonde port \u00b7 port 5938 \u00b7 (sonde \/ probe)",
    "target_port_label": "5938",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5938,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5938
        },
        "attack_vector": "Sonde port \u00b7 port 5938 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5938",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5938"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5938",
        "port:5952",
        "port:5966",
        "port:5974"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5952,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 0,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "4823738b5bda0dbd98e9ac15df3ab74606b5ee58",
    "event_fingerprint": "3ccebdd1b8df4c00e29d43342ffccb74dc0e4cc2",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5952,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "b24056ba0046b9887e1b881b7483dc26bbaae194",
    "protocol_details": {
        "port": 5952
    },
    "attack_vector": "Sonde port \u00b7 port 5952 \u00b7 (sonde \/ probe)",
    "target_port_label": "5952",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5952,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5952
        },
        "attack_vector": "Sonde port \u00b7 port 5952 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5952",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5952"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5952",
        "port:5966",
        "port:5974",
        "port:5979"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5966,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "e23701671b3b0a25f183d28f688576bc8d4ee146",
    "event_fingerprint": "677c59a316f7ea50c7b13bb6c64f921b1d181d6c",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5966,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "0d47e32c2e4da755985c8e2d0a1c889f27090da0",
    "protocol_details": {
        "port": 5966
    },
    "attack_vector": "Sonde port \u00b7 port 5966 \u00b7 (sonde \/ probe)",
    "target_port_label": "5966",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5966,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5966
        },
        "attack_vector": "Sonde port \u00b7 port 5966 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5966",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5966"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5959",
        "port:5966",
        "port:5974",
        "port:5979"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5974,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.5,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "378e950f9c2a868305829aa38e33404b2c14bbb9",
    "event_fingerprint": "a54e4d49644956afda9ad08a630a7e1845a3f06f",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5974,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "38bd945e375c14a37d8324654691abd839d8b30c",
    "protocol_details": {
        "port": 5974
    },
    "attack_vector": "Sonde port \u00b7 port 5974 \u00b7 (sonde \/ probe)",
    "target_port_label": "5974",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5974,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5974
        },
        "attack_vector": "Sonde port \u00b7 port 5974 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5974",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5974"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5959",
        "port:5970",
        "port:5974",
        "port:5979"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor",
    "behavior_alert_count": 1,
    "behavior_priority": 72
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5979,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.3,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "cba47c57ee361ea02af157f92a11cce84181a47c",
    "event_fingerprint": "ab3d82ab36b41678a91a248823e4f0b5a06ff05f",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5979,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "3861da80abbc40fb3a4a9c712ab765beb1caabf4",
    "protocol_details": {
        "port": 5979
    },
    "attack_vector": "Sonde port \u00b7 port 5979 \u00b7 (sonde \/ probe)",
    "target_port_label": "5979",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5979,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5979
        },
        "attack_vector": "Sonde port \u00b7 port 5979 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5979",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5979"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5923",
        "port:5947",
        "port:5959",
        "port:5970",
        "port:5979"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5959,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.1,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "0314c5f57fd8c2136c6dd5bbb9953199c56b7f41",
    "event_fingerprint": "4fbe70f085bef86b9a39a3c3ca84274b74700643",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5959,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "a9b8a0a55b9e43811c3e0de746bf20f52663e278",
    "protocol_details": {
        "port": 5959
    },
    "attack_vector": "Sonde port \u00b7 port 5959 \u00b7 (sonde \/ probe)",
    "target_port_label": "5959",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5959,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5959
        },
        "attack_vector": "Sonde port \u00b7 port 5959 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5959",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5959"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5923",
        "port:5947",
        "port:5959",
        "port:5970"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5970,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.9,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "81f05b1fe82298411a6f323acd065d72875e1f8f",
    "event_fingerprint": "93f855c6d800e1ea4424300e561db11a33b70ba7",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5970,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "dac904346925ce60bd778f9b5a37900457e75661",
    "protocol_details": {
        "port": 5970
    },
    "attack_vector": "Sonde port \u00b7 port 5970 \u00b7 (sonde \/ probe)",
    "target_port_label": "5970",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5970,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5970
        },
        "attack_vector": "Sonde port \u00b7 port 5970 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5970",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5970"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5908",
        "port:5923",
        "port:5947",
        "port:5963",
        "port:5970"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5923,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 0.3,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "798e7c4cb3a118b8c6a24ef19d0f38cff7a42ef5",
    "event_fingerprint": "40130d843741acf1d26d1e59b894ca6bf9ac922a",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5923,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "313a8b5874c038a0eb319fe89efd629aebe7cbc9",
    "protocol_details": {
        "port": 5923
    },
    "attack_vector": "Sonde port \u00b7 port 5923 \u00b7 (sonde \/ probe)",
    "target_port_label": "5923",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5923,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5923
        },
        "attack_vector": "Sonde port \u00b7 port 5923 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5923",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5923"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5908",
        "port:5923",
        "port:5947",
        "port:5963",
        "port:5995",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5947,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "ac01efcf35acb86130a88def7a2bd81e2107af3d",
    "event_fingerprint": "ebdb0bf35febac86b1e7487c735e09ca03d75e97",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5947,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "0cccc514a6261463c42f5a9b360cf25001730dc6",
    "protocol_details": {
        "port": 5947
    },
    "attack_vector": "Sonde port \u00b7 port 5947 \u00b7 (sonde \/ probe)",
    "target_port_label": "5947",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5947,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5947
        },
        "attack_vector": "Sonde port \u00b7 port 5947 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5947",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5947"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5908",
        "port:5947",
        "port:5963",
        "port:5995",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5963,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.8,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "d8fb207e7c8d78285e34d890977428e5119431f4",
    "event_fingerprint": "30ee15fedc499a1e31d095a1847fda30fb8cf79d",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5963,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "36a605fc360cc59a5bd0f5e583a9be8170a986f9",
    "protocol_details": {
        "port": 5963
    },
    "attack_vector": "Sonde port \u00b7 port 5963 \u00b7 (sonde \/ probe)",
    "target_port_label": "5963",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5963,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5963
        },
        "attack_vector": "Sonde port \u00b7 port 5963 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5963",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5963"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5919",
        "port:5963",
        "port:5982",
        "port:5995",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5908,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.9,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "4088fcc401e6b3c4cf860e0ed9a0bf71e9670550",
    "event_fingerprint": "929306ed407c31de77b2d6f602eea285d9476339",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5908,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "1a7d88a8fdb572a572dac47e023b894af1df3a1a",
    "protocol_details": {
        "port": 5908
    },
    "attack_vector": "Sonde port \u00b7 port 5908 \u00b7 (sonde \/ probe)",
    "target_port_label": "5908",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5908,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5908
        },
        "attack_vector": "Sonde port \u00b7 port 5908 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5908",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5908"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5908",
        "port:5919",
        "port:5963",
        "port:5982",
        "port:5995",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5995,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.9,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "c50a2c45261f580ccfd6917f5a1299c8c8a4ec94",
    "event_fingerprint": "97aafb2e979927be3d1cf4bd36a7ee4d70cbcb66",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 14
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5995,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "789f7db4ee29d60e3cf554420f8cf44907c569b6",
    "protocol_details": {
        "port": 5995
    },
    "attack_vector": "port scan syn \u00b7 port 5995 \u00b7 (reconnaissance)",
    "target_port_label": "5995",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (5 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 14
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5995,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "campagne_ports",
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Campagne multi-ports",
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +14",
        "protocol_details": {
            "port": 5995
        },
        "attack_vector": "port scan syn \u00b7 port 5995 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5995",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +14",
        "campaign_hint_fr": "Campagne multi-ports d\u00e9tect\u00e9e sur une fen\u00eatre courte",
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5995"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "port_scan_campaign": true,
    "port_scan_distinct_ports": 4,
    "port_scan_ports_sample": [
        5919,
        5982,
        5986,
        5995
    ],
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5919",
        "port:5942",
        "port:5982",
        "port:5995",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "port_scan_campaign",
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 14,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "protocol_emulated": true,
    "emulator_response": "485454502f312e312034303120556e617574686f72697a65640d0a5757572d41757468656e7469636174653a204e65676f74696174650d0a436f6e74656e742d4c656e6774683a20300d0a0d0a",
    "emulator_response_len": 77,
    "port_inferred_service": true,
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": "winrm",
    "app_proto": "winrm",
    "asn": 19318,
    "country": "US",
    "dst_port": 5986,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 36,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 36,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 2,
    "anomaly_count": 0,
    "campaign_key": "9335f7880628f2503b227966a61f699574521961",
    "event_fingerprint": "de62a3d1efb52e02f0717b258a9e7d3a40cdb938",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 36,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "service_name": "winrm",
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5986,
        "service": "winrm",
        "service_name": "winrm",
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "eb5879f7a11699241e1f13155fc840d3c145553a",
    "protocol_details": {
        "port": 5986,
        "service": "winrm",
        "service_label_fr": "WINRM"
    },
    "attack_vector": "port scan syn \u00b7 via WINRM:5986 \u00b7 (reconnaissance)",
    "target_port_label": "5986 \u00b7 WINRM",
    "emulator_service": "winrm",
    "confidence_reason": "Confiance 100 % \u2014 2 signal(aux) capteur",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 via WINRM \u2014 multi-protocole (4 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 36,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": "winrm",
        "service_label_fr": "WINRM",
        "dst_port": 5986,
        "protocol_emulated": true,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot-winrm",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5986,
            "service": "winrm",
            "service_label_fr": "WINRM"
        },
        "attack_vector": "port scan syn \u00b7 via WINRM:5986 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5986 \u00b7 WINRM",
        "emulator_service": "winrm",
        "confidence_reason": "Confiance 100 % \u2014 2 signal(aux) capteur",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "winrm",
        "service_banner": "honeypot-winrm",
        "service_os": "linux",
        "dst_port": "5986"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5919",
        "port:5942",
        "port:5982",
        "winrm"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor",
    "tags_list": [
        "net_winrm_probe",
        "winrm_emulated"
    ]
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5919,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.6,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "4d24472d3df93bcf0f8e5cc1e7a90bee709888aa",
    "event_fingerprint": "d1f60436fa76a9e0beb63f97b9decd3f2196811f",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5919,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "ef32acb500d9b4805200200af82a2598d987026c",
    "protocol_details": {
        "port": 5919
    },
    "attack_vector": "Sonde port \u00b7 port 5919 \u00b7 (sonde \/ probe)",
    "target_port_label": "5919",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5919,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5919
        },
        "attack_vector": "Sonde port \u00b7 port 5919 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5919",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5919"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 3,
    "multi_protocol_sample": [
        "port:5919",
        "port:5942",
        "port:5982"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5982,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.8,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "4b6bb26caef6fe909acb6581f621e3aa3dc5fe82",
    "event_fingerprint": "93fbba5c2dd2f96479db25d48bbda5bbc3ecfb34",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5982,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "7a4cd01823768e4eb717edfe70970bae1a8de18c",
    "protocol_details": {
        "port": 5982
    },
    "attack_vector": "Sonde port \u00b7 port 5982 \u00b7 (sonde \/ probe)",
    "target_port_label": "5982",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5982,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5982
        },
        "attack_vector": "Sonde port \u00b7 port 5982 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5982",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5982"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 2,
    "multi_protocol_sample": [
        "port:5942",
        "port:5982"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5942,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.4,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "bc19bff55a91305f404fa0bc8e0bd6f4eb332e68",
    "event_fingerprint": "bb2a2538b6e28d76d7b01c96b388eac14254aab9",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5942,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "7b78a072b551e45efab51451c1466eeea31b3305",
    "protocol_details": {
        "port": 5942
    },
    "attack_vector": "Sonde port \u00b7 port 5942 \u00b7 (sonde \/ probe)",
    "target_port_label": "5942",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5942,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5942
        },
        "attack_vector": "Sonde port \u00b7 port 5942 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5942",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5942"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5916",
        "port:5942",
        "port:5973",
        "port:5980",
        "port:5983"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5973,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.4,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "8026cbb9e7a1834a5e059a2a44959254762542d2",
    "event_fingerprint": "49bed7c61836c5e25c63d16bc589c88a4f20ad1f",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5973,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "16653715eccf5be9e5a972f4c03cadda9210d00c",
    "protocol_details": {
        "port": 5973
    },
    "attack_vector": "Sonde port \u00b7 port 5973 \u00b7 (sonde \/ probe)",
    "target_port_label": "5973",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5973,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5973
        },
        "attack_vector": "Sonde port \u00b7 port 5973 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5973",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5973"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 7,
    "multi_protocol_sample": [
        "port:5910",
        "port:5916",
        "port:5930",
        "port:5973",
        "port:5975",
        "port:5980",
        "port:5983"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5980,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.5,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "53ddc86f228a4f1525eb78461901038a216692ba",
    "event_fingerprint": "1be1b02c9f7df8d1093b71137cfd40667edd7677",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5980,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "30d9e277bbd24482be8010bebda1256a21c6d14b",
    "protocol_details": {
        "port": 5980
    },
    "attack_vector": "Sonde port \u00b7 port 5980 \u00b7 (sonde \/ probe)",
    "target_port_label": "5980",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5980,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5980
        },
        "attack_vector": "Sonde port \u00b7 port 5980 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5980",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5980"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5910",
        "port:5916",
        "port:5930",
        "port:5975",
        "port:5980",
        "port:5983"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5983,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 0,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "ab175a609e0f3dcf8335bb0e953e176d720024a3",
    "event_fingerprint": "460ec522a98f8e855c08bed3ada09b098321ad4d",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5983,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "35e17ab607ae5a887fef9b09276fee20d2010786",
    "protocol_details": {
        "port": 5983
    },
    "attack_vector": "Sonde port \u00b7 port 5983 \u00b7 (sonde \/ probe)",
    "target_port_label": "5983",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5983,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5983
        },
        "attack_vector": "Sonde port \u00b7 port 5983 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5983",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5983"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5910",
        "port:5916",
        "port:5930",
        "port:5975",
        "port:5983"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5916,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "b2d91a92cf63fbbbc99729b76336c8e4c10ac4bb",
    "event_fingerprint": "1165dcd95c0e52c189b092d596ca9bd3861ecccf",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5916,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "d3ceb6455787e8866cba194f47f634229f315776",
    "protocol_details": {
        "port": 5916
    },
    "attack_vector": "Sonde port \u00b7 port 5916 \u00b7 (sonde \/ probe)",
    "target_port_label": "5916",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5916,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5916
        },
        "attack_vector": "Sonde port \u00b7 port 5916 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5916",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5916"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5910",
        "port:5911",
        "port:5916",
        "port:5930",
        "port:5975",
        "winrm-https"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5975,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.7,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "42875352a82ba85ac493968e4f57623b0fdc9859",
    "event_fingerprint": "3ad38e7d3e6fabc526bdd2ecc44fdb1b8f60df18",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5975,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "ca192b0c496d6161fdd8ac68b9cec8bc311f7637",
    "protocol_details": {
        "port": 5975
    },
    "attack_vector": "port scan syn \u00b7 port 5975 \u00b7 (reconnaissance)",
    "target_port_label": "5975",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (6 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5975,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5975
        },
        "attack_vector": "port scan syn \u00b7 port 5975 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5975",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5975"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5910",
        "port:5911",
        "port:5920",
        "port:5930",
        "port:5975",
        "winrm-https"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5930,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 1.4,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "a92e4d9de10359097fcdb0010708eb304cd26a4a",
    "event_fingerprint": "82a74c2340aeb801d059242e42a9f0c65cba7129",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5930,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "51b9fb0bdf6ef4dd35ee5bc9bc2f17fd9bf8b8cd",
    "protocol_details": {
        "port": 5930
    },
    "attack_vector": "Sonde port \u00b7 port 5930 \u00b7 (sonde \/ probe)",
    "target_port_label": "5930",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5930,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5930
        },
        "attack_vector": "Sonde port \u00b7 port 5930 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5930",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5930"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5910",
        "port:5911",
        "port:5920",
        "port:5930",
        "port:5941",
        "winrm-https"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5910,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "c47ef9692cdd7a809b4a5289a9a720c5164f54e2",
    "event_fingerprint": "0c2f815141fd76b5f5c905904ab86996c5f9d483",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5910,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "dd27597eefbd29a936c5c4e7999a724d208284eb",
    "protocol_details": {
        "port": 5910
    },
    "attack_vector": "Sonde port \u00b7 port 5910 \u00b7 (sonde \/ probe)",
    "target_port_label": "5910",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5910,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5910
        },
        "attack_vector": "Sonde port \u00b7 port 5910 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5910",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5910"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5910",
        "port:5911",
        "port:5920",
        "port:5941",
        "winrm-https"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5911,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.4,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "2d887450e11001c372b61ffd37c18ca911dc4e93",
    "event_fingerprint": "a421dd62df2abbc154c2efb9c558d43fc194ddb1",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5911,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "e6f325201d84e989039c42098c76dba07660136c",
    "protocol_details": {
        "port": 5911
    },
    "attack_vector": "Sonde port \u00b7 port 5911 \u00b7 (sonde \/ probe)",
    "target_port_label": "5911",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5911,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5911
        },
        "attack_vector": "Sonde port \u00b7 port 5911 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5911",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5911"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 9,
    "multi_protocol_sample": [
        "port:5911",
        "port:5913",
        "port:5920",
        "port:5926",
        "port:5936",
        "port:5941",
        "port:5967",
        "port:5972"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "protocol_emulated": true,
    "emulator_response": "485454502f312e3120323030204f4b0d0a5365727665723a204170616368652f322e342e35370d0a436f6e74656e742d4c656e6774683a20320d0a436f6e6e656374696f6e3a20636c6f73650d0a0d0a4f4b",
    "emulator_response_len": 82,
    "port_inferred_service": true,
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": "winrm-https",
    "app_proto": "winrm-https",
    "asn": 19318,
    "country": "US",
    "dst_port": 5988,
    "risk_waf": 8,
    "risk_classification": 0,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 22,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 0.8,
    "risk_breakdown": {
        "waf": 8,
        "classification": 0,
        "behavior": 0,
        "geo": 0,
        "protocol": 22,
        "novelty": 0
    },
    "risk_score": 0,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "a2c233dd009200a91f496e89fa1f9d58b5806658",
    "event_fingerprint": "bdd8999dc0622995fc041cf03b6bf9ec97d522bb",
    "classification_reason": "Type \u00ab winrm-https \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 0,
        "behavior": 0,
        "geo": 0,
        "protocol": 22,
        "novelty": 0,
        "risk_score": 0,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "service_name": "winrm-https",
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "19286d3462072b25c6660b3490ab6dab"
    },
    "target_context": {
        "dst_port": 5988,
        "service": "winrm-https",
        "service_name": "winrm-https",
        "risk_score": 0
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "unknown"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "365d981fd287e291cb80f5e7c2ad598ac4ff47e1",
    "protocol_details": {
        "port": 5988,
        "service": "winrm-https",
        "service_label_fr": "WINRM HTTPS"
    },
    "attack_vector": "winrm-https \u00b7 via WINRM HTTPS:5988 \u00b7 (sonde \/ probe)",
    "target_port_label": "5988 \u00b7 WINRM HTTPS",
    "emulator_service": "winrm-https",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab winrm-https \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab winrm-https \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 0,
            "behavior": 0,
            "geo": 0,
            "protocol": 22,
            "novelty": 0,
            "risk_score": 0,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 0,
        "risk_label": "Faible",
        "service_name": "winrm-https",
        "service_label_fr": "WINRM HTTPS",
        "dst_port": 5988,
        "protocol_emulated": true,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot-winrm-https",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5988,
            "service": "winrm-https",
            "service_label_fr": "WINRM HTTPS"
        },
        "attack_vector": "winrm-https \u00b7 via WINRM HTTPS:5988 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5988 \u00b7 WINRM HTTPS",
        "emulator_service": "winrm-https",
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "winrm_https",
        "service_banner": "honeypot-winrm-https",
        "service_os": "linux",
        "dst_port": "5988"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 8,
    "multi_protocol_sample": [
        "port:5913",
        "port:5920",
        "port:5926",
        "port:5936",
        "port:5941",
        "port:5967",
        "port:5972",
        "winrm-https"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5920,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 4.8,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 44,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "a5b9eddfec94f8fd115e951d0843354ba3037b36",
    "event_fingerprint": "0e5a4cb782ce8d309f372c4f8fa8794f7221a943",
    "classification_confidence": 0.58,
    "confidence": 0.58,
    "precision_signals": [
        "INT-FP-port-probe-noise",
        "INT-single-port"
    ],
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 44,
        "correlation_boost": 8
    },
    "risk_confidence_factor": 50,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5920,
        "risk_score": 44
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "e3de7f4c6145b32b35e3955725dabcd9e1c9c95d",
    "protocol_details": {
        "port": 5920
    },
    "attack_vector": "Sonde port \u00b7 port 5920 \u00b7 (sonde \/ probe)",
    "target_port_label": "5920",
    "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 50%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 44\/100",
        "confidence_pct": 58,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 44,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 44,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5920,
        "protocol_emulated": null,
        "tags_summary": [
            "INT-FP-port-probe-noise",
            "INT-single-port"
        ],
        "tags_summary_labels_fr": [
            "Fp Port Probe Noise",
            "Single Port"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5920
        },
        "attack_vector": "Sonde port \u00b7 port 5920 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5920",
        "emulator_service": null,
        "confidence_reason": "Confiance mod\u00e9r\u00e9e (50 %) \u2014 signal principal unique",
        "confidence_factors_fr": "Confiance 58 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5920"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 7,
    "multi_protocol_sample": [
        "port:5913",
        "port:5920",
        "port:5926",
        "port:5936",
        "port:5941",
        "port:5967",
        "port:5972"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5941,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "8c9cb6800be04b142a0c7c10406e209b965fdede",
    "event_fingerprint": "7f0fe49559b6da8a6d454cf22bfa85b7fd7661df",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5941,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "305a35afe6201873ec4e38e6cd7ae1f2bcc3dccb",
    "protocol_details": {
        "port": 5941
    },
    "attack_vector": "port scan syn \u00b7 port 5941 \u00b7 (reconnaissance)",
    "target_port_label": "5941",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (7 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5941,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5941
        },
        "attack_vector": "port scan syn \u00b7 port 5941 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5941",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5941"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 7,
    "multi_protocol_sample": [
        "port:5913",
        "port:5926",
        "port:5936",
        "port:5940",
        "port:5941",
        "port:5967",
        "port:5972"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5913,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.7,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "95221c80c55038e8827b0744cd994a490bf77676",
    "event_fingerprint": "c96717df514eb63490ec26b68280e78c559041c5",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5913,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "605c4c5efb178968c29fc24930a6c7570c3b436c",
    "protocol_details": {
        "port": 5913
    },
    "attack_vector": "port scan syn \u00b7 port 5913 \u00b7 (reconnaissance)",
    "target_port_label": "5913",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (6 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5913,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5913
        },
        "attack_vector": "port scan syn \u00b7 port 5913 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5913",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5913"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 6,
    "multi_protocol_sample": [
        "port:5913",
        "port:5926",
        "port:5936",
        "port:5940",
        "port:5967",
        "port:5972"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5972,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 3.2,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "c963362f9b181deb866cba7811838cc1089d79f9",
    "event_fingerprint": "8d5855895c2ed65f33049e51eea8e07867b54257",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5972,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "47fc206b0c96e98964e574169d4f3ecef4681e48",
    "protocol_details": {
        "port": 5972
    },
    "attack_vector": "port scan syn \u00b7 port 5972 \u00b7 (reconnaissance)",
    "target_port_label": "5972",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (5 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5972,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5972
        },
        "attack_vector": "port scan syn \u00b7 port 5972 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5972",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5972"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 5,
    "multi_protocol_sample": [
        "port:5926",
        "port:5936",
        "port:5940",
        "port:5967",
        "port:5972"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5926,
    "risk_waf": 8,
    "risk_classification": 64,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 0.8,
    "risk_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 42,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "c1ec8b43b265a6ab9ff9b24a383229fa67c9340f",
    "event_fingerprint": "56652ded4af7658e3c5ace3ae56be26757fb5258",
    "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
    "confidence": 1,
    "classification_confidence": 1,
    "precision_score": 231,
    "precision_signals": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "kb_rule_ids": [
        "MITRE-T1046",
        "SIGMA-net-port-scan",
        "INT-beh-multi-port-60s"
    ],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 64,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 42,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 100,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "6a708bf69e8680803ad7dadb39e2e4d9"
    },
    "target_context": {
        "dst_port": 5926,
        "risk_score": 42
    },
    "attack_stage": "recon",
    "mitre_tactics": [
        "TA0043"
    ],
    "mitre_techniques": [
        "T1046"
    ],
    "mitre": "T1046",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "8e8bf726d6b6f99e0bdbd0cb7744b844f51fb732",
    "protocol_details": {
        "port": 5926
    },
    "attack_vector": "port scan syn \u00b7 port 5926 \u00b7 (reconnaissance)",
    "target_port_label": "5926",
    "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "classification_reason_label_fr": "Type \u00ab port_scan_syn \u00bb (signaux protocolaires) \u00b7 confiance 100%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u2014 risque 42\/100 (Moyen) \u2014 MITRE T1046 \u2014 confiance 100 % \u2014 multi-protocole (4 protocoles \u00b7 5 min)",
        "confidence_pct": 100,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 64,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 42,
            "correlation_boost": 8
        },
        "attack_stage": "recon",
        "attack_stage_label": "Reconnaissance",
        "attack_chain_stage": "reconnaissance",
        "attack_chain_stage_label_fr": "Reconnaissance",
        "risk_score": 42,
        "risk_label": "Moyen",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5926,
        "protocol_emulated": null,
        "tags_summary": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "INT-beh-multi-port-60s"
        ],
        "tags_summary_labels_fr": [
            "MITRE-T1046",
            "SIGMA-net-port-scan",
            "Beh Multi Port 60S"
        ],
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "T1046",
        "mitre_technique": "T1046",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5926
        },
        "attack_vector": "port scan syn \u00b7 port 5926 \u00b7 (reconnaissance)",
        "evidence_snippet": null,
        "target_port_label": "5926",
        "emulator_service": null,
        "confidence_reason": "Confiance \u00e9lev\u00e9e (100 %) \u2014 signaux convergents",
        "confidence_factors_fr": "Confiance 100 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "reconnaissance",
                "label_fr": "Reconnaissance",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5926"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 4,
    "multi_protocol_sample": [
        "port:5926",
        "port:5936",
        "port:5940",
        "port:5967"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "reconnaissance",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}

{
    "bytes_in": 0,
    "payload_entropy": 0,
    "port_category": "registered",
    "org": "Interserver, Inc",
    "service": null,
    "app_proto": null,
    "asn": 19318,
    "country": "US",
    "dst_port": 5936,
    "risk_waf": 8,
    "risk_classification": 48,
    "risk_behavior": 0,
    "risk_geo": 0,
    "risk_protocol": 0,
    "risk_novelty": 0,
    "risk_boost": 0,
    "risk_granularity": 2.4,
    "risk_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0
    },
    "risk_score": 33,
    "tag_count": 0,
    "anomaly_count": 0,
    "campaign_key": "757e05d87e2242c52e0ed6ecbea3ad6484e894e2",
    "event_fingerprint": "c6278acc51a7d7afbc431590e43224a5238c3e13",
    "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
    "confidence": 0.08,
    "classification_confidence": 0.08,
    "precision_score": 0,
    "precision_signals": [],
    "kb_rule_ids": [],
    "confidence_breakdown": {
        "waf": 8,
        "classification": 48,
        "behavior": 0,
        "geo": 0,
        "protocol": 0,
        "novelty": 0,
        "risk_score": 33,
        "correlation_boost": 8
    },
    "named_classification_skipped": false,
    "risk_confidence_factor": 0,
    "city": null,
    "is_datacenter": false,
    "is_tor_hint": false,
    "geo": {
        "country": "US",
        "asn": 19318,
        "org": "Interserver, Inc",
        "is_datacenter": false,
        "is_tor_hint": false
    },
    "fingerprint": {
        "path_pattern_hash": "49ebffbc8eed300cf9429db1ba4cf66d"
    },
    "target_context": {
        "dst_port": 5936,
        "risk_score": 33
    },
    "attack_stage": "probe",
    "mitre_tactics": [
        "TA0007",
        "TA0001"
    ],
    "mitre": "TA0007",
    "threat_family": [
        "scanner"
    ],
    "recommended_client_action": "monitor",
    "policy_mode": "intelligence",
    "sensor_role": "threat_intelligence",
    "event_signature": "7e8c49e50fe508b54baad53522b5c816c4fd1787",
    "protocol_details": {
        "port": 5936
    },
    "attack_vector": "Sonde port \u00b7 port 5936 \u00b7 (sonde \/ probe)",
    "target_port_label": "5936",
    "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
    "site_display": {
        "classification": null,
        "classification_reason": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "classification_reason_label_fr": "Type \u00ab port_probe \u00bb (signaux protocolaires) \u00b7 confiance 0%",
        "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 33\/100",
        "confidence_pct": 8,
        "confidence_breakdown": {
            "waf": 8,
            "classification": 48,
            "behavior": 0,
            "geo": 0,
            "protocol": 0,
            "novelty": 0,
            "risk_score": 33,
            "correlation_boost": 8
        },
        "attack_stage": "probe",
        "attack_stage_label": "Sonde \/ probe",
        "attack_chain_stage": "discovery",
        "attack_chain_stage_label_fr": "D\u00e9couverte",
        "risk_score": 33,
        "risk_label": "Faible",
        "service_name": null,
        "service_label_fr": null,
        "dst_port": 5936,
        "protocol_emulated": null,
        "tags_summary": null,
        "tags_summary_labels_fr": null,
        "recommended_action": "monitor",
        "recommended_action_label": "Surveiller",
        "mitre": "TA0007",
        "mitre_technique": "TA0007",
        "persona_hostname": "mail.sensor-1.internal",
        "persona_service_banner": "honeypot",
        "correlation_flags": [
            "multi_protocol_correlation"
        ],
        "correlation_flags_labels_fr": [
            "Multi-protocole corr\u00e9l\u00e9 (5 min)"
        ],
        "sensor_role": "threat_intelligence",
        "sensor_role_label_fr": "Renseignement menaces",
        "confidence_hint_fr": "Corr\u00e9lation +8",
        "protocol_details": {
            "port": 5936
        },
        "attack_vector": "Sonde port \u00b7 port 5936 \u00b7 (sonde \/ probe)",
        "evidence_snippet": null,
        "target_port_label": "5936",
        "emulator_service": null,
        "confidence_reason": "Confiance faible (0 %) \u2014 classification prudente",
        "confidence_factors_fr": "Confiance 8 % \u2014 Score WAF 8 \u00b7 Bonus corr\u00e9lation +8",
        "campaign_hint_fr": null,
        "attack_phases_timeline_fr": [
            {
                "key": "recon",
                "label_fr": "Reconnaissance",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "probe",
                "label_fr": "Sonde \/ probe",
                "active": true,
                "kind": "stage"
            },
            {
                "key": "exploit_attempt",
                "label_fr": "Tentative d'exploit",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "post_exploit",
                "label_fr": "Post-exploitation",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "c2",
                "label_fr": "Commande & contr\u00f4le",
                "active": false,
                "kind": "stage"
            },
            {
                "key": "discovery",
                "label_fr": "D\u00e9couverte",
                "active": true,
                "kind": "chain",
                "hint_fr": null
            }
        ]
    },
    "honeypot_persona": {
        "sensor_id": "sensor-1",
        "hostname": "mail.sensor-1.internal",
        "mail_host": "mail.sensor-1.internal",
        "ldap_dc": "dc.sensor-1.internal",
        "k8s_cluster": "hp-sensor-1",
        "domain": "sensor-1.internal",
        "service_role": "generic",
        "service_banner": "honeypot",
        "service_os": "linux",
        "dst_port": "5936"
    },
    "hostname": "mail.sensor-1.internal",
    "sensor_id": "sensor-1",
    "multi_protocol_correlation": true,
    "multi_protocol_count": 3,
    "multi_protocol_sample": [
        "port:5936",
        "port:5940",
        "port:5967"
    ],
    "multi_protocol_window_s": 300,
    "behavior_alerts": [
        "multi_protocol_correlation"
    ],
    "correlation_confidence_boost": 8,
    "attack_chain_stage": "discovery",
    "matched_patterns": [],
    "ban_policy": "advisory_monitor"
}