Fiche IP

Singapour

134.185.92.177

Activité suspecte · risque 48/100

FAI Oracle Corporation Première vue 12/10/2026 12:47 UTC Dernière vue 12/10/2026 12:48 UTC Risque Moyen

Période 2026-09-12 → 2026-10-12

Moyen 48/100

24h 7j 30j 90j

Synthèse

Score de risque max. 48/100 Moyen · Maximum de risk_score (événements honeypot)

Première observation 12/10/2026 12:47 UTC

Dernière observation 12/10/2026 12:48 UTC

Événements (période) 384

MITRE ATT&CK principal T1110 365 occurrences

Pourquoi listée

Rafale d'authentification SSH · confiance 95%

Confiance 95 % — Score WAF 8

Comparaison ASN / FAI

ASN 31898 · 134.185.80.0/20 · ARIN — 8 pair(s) ASN/FAI listé(s) — activité locale élevée vs pairs · 384 événements sur la période pour cette IP.

161.118.202.204 Sonde fichier configuration 12/10/2026 12:53 UTC
161.118.234.54 Sonde Docker TLS 12/10/2026 12:50 UTC
161.118.240.138 Sonde HTTP alternatif (8000/TCP) 12/10/2026 12:50 UTC
140.245.112.8 Sonde Docker TLS 12/10/2026 12:49 UTC
161.118.254.100 Sonde HTTP 12/10/2026 12:49 UTC
161.118.232.74 Sonde HTTP 12/10/2026 12:49 UTC
168.107.91.104 Sonde Kubernetes API 12/10/2026 12:49 UTC
140.245.126.95 Slowloris (épuisement HTTP) 12/10/2026 12:48 UTC

Événements (filtres)

384

Première observation

12/10/2026 12:47 UTC

Dernière observation

12/10/2026 12:48 UTC

Dernière activité (filtres)

12/10/2026 12:48 UTC

Événements 7j

384

Ports distincts (7j)

Classifications (7j)

Sévérité max (7j)

Élevée

Géolocalisation

Origine réseau déclarée

Singapour unknown unknown

FAI / réseau

Opérateur et dernière activité ban

Oracle Corporation 0 Port 22 Bruteforce SSH

Renseignement menaces

Score capteur — surveiller, investiguer ou bloquer.

Recommandation

Stade d'attaque

Sonde / probe

Chaîne d'attaque

Découverte

Vecteur d'attaque

Bruteforce SSH · via SSH:22 · (sonde / probe)

Détails protocole

Aperçu payload

GET /.config/anthropic/config.json HTTP/1.1 accept: */* user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host

Port / service

22 · SSH

Service émulé

SSH

Raison confiance

Confiance 95 % — 5 signal(aux) capteur

Technique MITRE

T1110

Persona capteur

mail.sensor-1.internal

Corrélations comportementales

Rafale auth

Recommandation

Surveiller

Rôle capteur

Renseignement menaces

Signaux de précision

Bruteforce SSH

Confiance

95%

Famille de menace

unknown IP signalée (IPsum, 3 listes ou plus) IP malveillante (CINS Army)

MITRE ATT&CK — tactiques

Reconnaissance Développement Accès Exécution Persistance Élévation Contournement Accès Découverte Mouvement Collecte Commande Exfiltration Impact

Décomposition confiance

Décomposition du score

Filtres

Les dates De/À priment sur la période. Affinez protocole, port, service et classification.

proto=Tous service=Tous port=Tous type=Tous sév.=Toutes

Période

Protocole

Port (dst)

Service

Classification

Sévérité min

Sévérité max

Réinitialiser

Profil d’activité

Heures UTC et jours de la semaine, calculés sur les séries de la page

Heures UTC

Jours de semaine

Timeline

384 événements filtrés — activité quotidienne

Ports 24 h

Top ports ciblés sur les dernières 24 heures

Top ports

Part du volume sur la période filtrée

Top classifications

Libellés capteur, part du volume

Heatmap attaques 7j

Intensité par jour et heure (UTC capteur)

Chronologie des événements

384 événement(s) — page 1/8

Horodatage	Proto	Port	Service	Classification	Sévérité	Risque
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /.config/anthropic/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /.config/anthropic/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host Requête brute (extrait) GET /.config/anthropic/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 147, "payload_entropy": 5.044607529679736, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "9029ec419ba7229e26bd360ef090d6b1", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "request_sample": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "evidence": { "request_sample": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "695b7a8e8970bda19a1af7696a711ed1d937945a", "protocol_details": { "payload_preview": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/.config\/anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 128, "ssh_auth_burst_rate": 9.14 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /model_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /model_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Requête brute (extrait) GET /model_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 135, "payload_entropy": 5.133607867990487, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "4dadfd29da6e57b830fc133b23bdb085", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "request_sample": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "evidence": { "request_sample": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "80df23294f06a6fcc2123ac9735c056c742bc258", "protocol_details": { "payload_preview": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/model_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 127, "ssh_auth_burst_rate": 9.06 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /.anthropic/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3. Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /.anthropic/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3. Requête brute (extrait) GET /.anthropic/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 140, "payload_entropy": 5.06063886849504, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "56f8357fabd401fea1b1a8f59b38f422", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "request_sample": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "evidence": { "request_sample": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "22a53f8bbdbc48a4587ab4eb585af7423c208f99", "protocol_details": { "payload_preview": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/.anthropic\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 126, "ssh_auth_burst_rate": 8.99 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /.openai/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /.openai/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Requête brute (extrait) GET /.openai/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 137, "payload_entropy": 5.050536150008675, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "7ad8f40c8e72ad0677aea6fe4347613a", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "request_sample": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "evidence": { "request_sample": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "c96ab91ca57b23ec30a7c2886f81161cfa2d630b", "protocol_details": { "payload_preview": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/.openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 125, "ssh_auth_burst_rate": 8.92 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /config/llm.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:2 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /config/llm.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:2 Requête brute (extrait) GET /config/llm.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 133, "payload_entropy": 5.120300529998931, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "8d7a4951dfaf38d62b8d3f240a477a00", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "request_sample": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "evidence": { "request_sample": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "cb1148e40bafb1949b173a4d4d19801eaab124c1", "protocol_details": { "payload_preview": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/config\/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 124, "ssh_auth_burst_rate": 8.85 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /model-config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /model-config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Requête brute (extrait) GET /model-config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 135, "payload_entropy": 5.109569997636142, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "fa85493528f3c4dd0d7eea66182e5749", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "request_sample": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "evidence": { "request_sample": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "0bf9cc68cc6d5801f0ea3f10db5f2fd0b56a5797", "protocol_details": { "payload_preview": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/model-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 123, "ssh_auth_burst_rate": 8.78 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /config/openai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /config/openai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Requête brute (extrait) GET /config/openai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 136, "payload_entropy": 5.055365537100875, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "e8f656e48de882eb2b0f7d45f71f625b", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "request_sample": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "evidence": { "request_sample": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "738e3af2ed87b8567867f67085e85cfb6267e31a", "protocol_details": { "payload_preview": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/config\/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 122, "ssh_auth_burst_rate": 8.71 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /.config/openai/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 6 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /.config/openai/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 6 Requête brute (extrait) GET /.config/openai/config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 144, "payload_entropy": 5.034616086415114, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "7a4c2dba58ac39ba815c7c4111e221e5", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 6", "request_sample": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 6", "evidence": { "request_sample": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 6", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "b2c6316153e17070206e7411d7d0e7bc7914bba4", "protocol_details": { "payload_preview": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 6", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 6", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 6", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/.config\/openai\/config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 6", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 121, "ssh_auth_burst_rate": 8.64 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /config/ai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /config/ai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 132, "payload_entropy": 5.076083612703069, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "0fc8e727ea776ee002f80b68998922d0", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "request_sample": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "6c7887af29ce05db4891835e6971a02c92f69ef0", "protocol_details": { "payload_preview": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/config\/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 120, "ssh_auth_burst_rate": 8.57 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /config/models.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /config/models.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Requête brute (extrait) GET /config/models.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 136, "payload_entropy": 5.108140808931075, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "974b8ceb9cb1f0d3d053a60cf375965c", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "request_sample": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "evidence": { "request_sample": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "c6828a6b67521de1037e803d9559f7529870a895", "protocol_details": { "payload_preview": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/config\/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 119, "ssh_auth_burst_rate": 8.49 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /aimodelpools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /aimodelpools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Requête brute (extrait) GET /aimodelpools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 135, "payload_entropy": 5.103429838944955, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "d2f41e3622121a7d1dd093f62bf772f2", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "request_sample": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "evidence": { "request_sample": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "a8dd9cccb1e93d1d4936c5f220617f15829d50d9", "protocol_details": { "payload_preview": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/aimodelpools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 118, "ssh_auth_burst_rate": 8.42 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ai_model_pools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ai_model_pools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Requête brute (extrait) GET /ai_model_pools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 137, "payload_entropy": 5.1388563359218855, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "366acc496fa417f91962f82974fce841", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "request_sample": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "evidence": { "request_sample": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "16d67f62a901b764d42bef44f5e10c213847c26b", "protocol_details": { "payload_preview": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ai_model_pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 117, "ssh_auth_burst_rate": 8.35 }
12/10/2026 12:48:55 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ai-model-pools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ai-model-pools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Requête brute (extrait) GET /ai-model-pools.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 137, "payload_entropy": 5.103420182839598, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "c9807cfceaa98c9956d7efe388c48e6d", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "request_sample": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "evidence": { "request_sample": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "fd3b357798b18ade014b0fb52e7df7a80b1d2a0a", "protocol_details": { "payload_preview": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ai-model-pools.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 116, "ssh_auth_burst_rate": 8.28 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/chat HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/chat HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 126, "payload_entropy": 5.042224472083167, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "72367368e1ae8fd133027d735e20374c", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "850c8c4684b73a158a69188e9978027a6d4c2c4c", "protocol_details": { "payload_preview": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/chat HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 102, "ssh_auth_burst_rate": 7.84 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /v1/deployments HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /v1/deployments HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 132, "payload_entropy": 5.1214271900689585, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "b0ca780f16c31d97637abb7690fc33c0", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "request_sample": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "ee81e1563ba425605497af588dced8f1487914c4", "protocol_details": { "payload_preview": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/v1\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 101, "ssh_auth_burst_rate": 7.76 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /chat/completions HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33: Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /chat/completions HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33: Requête brute (extrait) GET /chat/completions HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 134, "payload_entropy": 5.061560770424092, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "a9e7e182634562a5eb42627dbcf37316", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "request_sample": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "evidence": { "request_sample": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "b517a8bed4674aa4782cefef3e34217f9db3946b", "protocol_details": { "payload_preview": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 100, "ssh_auth_burst_rate": 7.69 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /openai/models HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /openai/models HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 131, "payload_entropy": 5.072284023178593, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "3aeb012e64cfcffcec0cf47087763da5", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r", "request_sample": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "0dbf9bc27cdf0c4282863041b79bdf81a3ee6eea", "protocol_details": { "payload_preview": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/openai\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 99, "ssh_auth_burst_rate": 7.61 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /model.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /model.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 128, "payload_entropy": 5.110149688143619, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "169d78560231f765cb31c00144dfb15d", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "f22786fadca2f18f7954137499f1cfcb4071bb8e", "protocol_details": { "payload_preview": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/model.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 98, "ssh_auth_burst_rate": 7.53 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/models HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/models HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 128, "payload_entropy": 5.08933621637073, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "9a89e265a88cef1de6098aec375345ae", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "cfa3a0a7817347db67528b50a1692e43d6d88ba8", "protocol_details": { "payload_preview": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 97, "ssh_auth_burst_rate": 7.46 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ai-config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ai-config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 132, "payload_entropy": 5.078845188283375, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "3c67d7a71bf43536fab06c57febef426", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "request_sample": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "a43dd09cfe988a9e74e58f91ad04c44a2dc24af3", "protocol_details": { "payload_preview": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ai-config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 96, "ssh_auth_burst_rate": 7.38 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /deployments.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33: Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /deployments.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33: Requête brute (extrait) GET /deployments.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 134, "payload_entropy": 5.111809499068375, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "913fafb1207eeb29a8430e28ba59f666", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "request_sample": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "evidence": { "request_sample": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "96c98e9f29639f471ef73d6cdbf86962de99bb53", "protocol_details": { "payload_preview": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/deployments.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 95, "ssh_auth_burst_rate": 7.3 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /models.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /models.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 129, "payload_entropy": 5.110871035148419, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "9d8c32bb27a1fd0e826ff368e44f44ce", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r", "request_sample": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "65cdfec91d1df4c41a4773f00c206482148e3fbb", "protocol_details": { "payload_preview": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/models.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 94, "ssh_auth_burst_rate": 7.23 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /llm.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /llm.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 125, "payload_entropy": 5.134214512860221, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "f1586f1cbdcea36dbbf4115c8337c82b", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "cf9d15a52b9704c2a1fca9f5b4f5be6094799521", "protocol_details": { "payload_preview": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/llm.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 93, "ssh_auth_burst_rate": 7.15 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /deployments HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /deployments HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 129, "payload_entropy": 5.0966777849275955, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "48632b74ac1fcdf4728fd4235259088a", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r", "request_sample": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "cffb524f404cffb04ec2100aca7f8ea4d5e46f7a", "protocol_details": { "payload_preview": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 92, "ssh_auth_burst_rate": 7.07 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/deployments HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:2 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/deployments HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:2 Requête brute (extrait) GET /api/deployments HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 133, "payload_entropy": 5.090309430459536, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "a74abfe89aebce0f88c3904efa45f4ab", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "request_sample": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "evidence": { "request_sample": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "47a30f6acd2f25f27094b1804720dcb1e0d2eb0a", "protocol_details": { "payload_preview": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/deployments HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 91, "ssh_auth_burst_rate": 6.99 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /llm.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /llm.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 126, "payload_entropy": 5.12330180042621, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "5fa3d905a2125d4dbc75cfc51a024886", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "9c016793899f0b6d586b2a9c07d84c005244446d", "protocol_details": { "payload_preview": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/llm.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 90, "ssh_auth_burst_rate": 6.92 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe redis_config_probe Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ai.config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ai.config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 132, "payload_entropy": 5.072052787130043, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 25, "risk_boost": 0, "risk_granularity": 5.3, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25 }, "risk_score": 48, "tag_count": 5, "anomaly_count": 0, "campaign_key": "3c0a9bea26c835827db83a2a583321389c4c59fa", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "6121465c570bedd31a12c04bf9b9b35a", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "request_sample": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "004a4518a5ca7e8a023539d7aef0e6ffad041612", "protocol_details": { "payload_preview": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 25, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ai.config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 5 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "redis_config_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 89, "ssh_auth_burst_rate": 6.84 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /llm.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /llm.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 126, "payload_entropy": 5.131598479454913, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "deb35d602fc99ddf959792dc659a7c564ea67b0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "f8e4e602ef373ccae8b28cda54d44b49", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "3c955652ee384f824905ab60ec2009da4cfda720", "protocol_details": { "payload_preview": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/llm.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 88, "ssh_auth_burst_rate": 6.76 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ai.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ai.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 125, "payload_entropy": 5.112175412842912, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "deb35d602fc99ddf959792dc659a7c564ea67b0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "c2d7bfdcafba3e1c85565f37328579a1", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "ca6a380b9929f0bba76f1289f4df5303c3257029", "protocol_details": { "payload_preview": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 87, "ssh_auth_burst_rate": 6.69 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ai.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ai.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 124, "payload_entropy": 5.1170916777456865, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "deb35d602fc99ddf959792dc659a7c564ea67b0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "0c5938a92f58f95331736cfb1b91d7af", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "770ad48c9656aa9a15f13763a5142a4e07ad4f59", "protocol_details": { "payload_preview": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 86, "ssh_auth_burst_rate": 6.61 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 125, "payload_entropy": 5.080175412842912, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "deb35d602fc99ddf959792dc659a7c564ea67b0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "b0ebe27e86ba7f845161d8ee12facf50", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "833451a84b32b3cb7d095280f57310eac2fa0071", "protocol_details": { "payload_preview": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 85, "ssh_auth_burst_rate": 6.53 }
12/10/2026 12:48:54 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /openai.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /openai.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 128, "payload_entropy": 5.099642047769038, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "deb35d602fc99ddf959792dc659a7c564ea67b0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "86ca3d7b8fc2476482d40218aa7ca435", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "161a43f01b05cf0253567398fbc0a6afffd46309", "protocol_details": { "payload_preview": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/openai.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 84, "ssh_auth_burst_rate": 6.46 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /openai.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /openai.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 129, "payload_entropy": 5.0953671591794265, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "ddd091d71a56db3db5fee6211cb4e6be", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r", "request_sample": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "6cdcdbaa288940c8b84f884f02dec611f81e8b57", "protocol_details": { "payload_preview": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/openai.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 128, "ssh_auth_burst_rate": 10.66 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /v1/chat/completions HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /v1/chat/completions HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Requête brute (extrait) GET /v1/chat/completions HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 137, "payload_entropy": 5.085243358053663, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "3e61e6c017e3a8b759c31d17bef7e324", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "request_sample": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "evidence": { "request_sample": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "a10c68ac6c7b3617661d1a4c5f689057b9a98bf6", "protocol_details": { "payload_preview": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/v1\/chat\/completions HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 127, "ssh_auth_burst_rate": 10.57 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /openai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /openai.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 129, "payload_entropy": 5.05966093517333, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "af2822366ba619073fed4c7d92fbd424", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r", "request_sample": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "272aa4c2b5141329125f4794338acdb798cc1222", "protocol_details": { "payload_preview": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/openai.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 126, "ssh_auth_burst_rate": 10.49 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /v1/models HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /v1/models HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 127, "payload_entropy": 5.119821038302296, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "b5000a07f376e15bc7149162acf48ccf", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "eeb05eeeda65a2e08b6e83d4cd2ce5ebd31ee678", "protocol_details": { "payload_preview": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/v1\/models HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 125, "ssh_auth_burst_rate": 10.41 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /info HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /info HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 122, "payload_entropy": 5.066504169768568, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "ba3de330988937b9d0395bdb568492fe", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "8f229c5a5a19dbb2b86f652ab054034e37f5780a", "protocol_details": { "payload_preview": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/info HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 124, "ssh_auth_burst_rate": 10.32 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/generate HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/generate HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 130, "payload_entropy": 5.010426856320608, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "e6365e3fcced8aa8c2ca486bf931ec54", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n", "request_sample": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "cc22bca6691f921557db235cb98b0e570fe7240e", "protocol_details": { "payload_preview": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/generate HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 123, "ssh_auth_burst_rate": 10.24 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /health HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /health HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 124, "payload_entropy": 5.055104432921151, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "ea6275fbf63ab7b13acc677bac314f45", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "b715ba5e56acdcbbf9f3432d5bb96843cacc3005", "protocol_details": { "payload_preview": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/health HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 122, "ssh_auth_burst_rate": 10.16 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /version HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /version HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 125, "payload_entropy": 5.0806948653730775, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "cdd45bbe93c8fb74ee8287a8c36ba263", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "bd74c628876f36269ebccb54f44df13a4745e9e3", "protocol_details": { "payload_preview": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/version HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 121, "ssh_auth_burst_rate": 10.07 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/tags HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/tags HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 126, "payload_entropy": 5.047423059639148, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "89bf5ddcf60b3d1476b8c55ceaa91bfc", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "c2f4762cde36ea98f1c8b8d68a87a44ea58377b5", "protocol_details": { "payload_preview": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/tags HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 120, "ssh_auth_burst_rate": 9.99 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/cluster_status HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/cluster_status HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Requête brute (extrait) GET /api/cluster_status HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 136, "payload_entropy": 5.0746002577975355, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "89bef5ec48c1bb07341e3c5649b127b1", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "request_sample": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "evidence": { "request_sample": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "2f1f402cfc945c306f26a2ac64b038a64cd20f19", "protocol_details": { "payload_preview": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/cluster_status HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 119, "ssh_auth_burst_rate": 9.91 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /dcgm/metrics HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /dcgm/metrics HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 130, "payload_entropy": 5.08172070312169, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "eacdda5076b87719c0e786d76c695588", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n", "request_sample": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "b7db48c083ec62962eb5a02a07a38e0f2272c147", "protocol_details": { "payload_preview": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/dcgm\/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 118, "ssh_auth_burst_rate": 9.83 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/v1/pods HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/v1/pods HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 129, "payload_entropy": 5.081611829638206, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "bb605c1e687b5ca321ea31d5b1afd6cb", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r", "request_sample": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "fe3a1ec23b705c66c07532a25d5d16131b1cefcb", "protocol_details": { "payload_preview": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/v1\/pods HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 117, "ssh_auth_burst_rate": 9.74 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /api/v1/nodes HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /api/v1/nodes HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 130, "payload_entropy": 5.0715189987041205, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "9eb19ec14a18a8f297f973291d2dda52", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n", "request_sample": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "666c984289b98fcf708d1454112a1d852fded83d", "protocol_details": { "payload_preview": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/api\/v1\/nodes HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 116, "ssh_auth_burst_rate": 9.66 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /metrics HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /metrics HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 125, "payload_entropy": 5.073522089755159, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "e5eb0086559df24e75b4d6c3b8e354b4", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "request_sample": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "1722027d4c593e15d7a0fd5a20c1f8fda79321a2", "protocol_details": { "payload_preview": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/metrics HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 115, "ssh_auth_burst_rate": 9.58 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Requête brute (extrait) GET /docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 136, "payload_entropy": 5.102929266011487, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "ff6224ec4de1b88da7576f41264945c7", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "request_sample": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "evidence": { "request_sample": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "15fb78561df453b679daf93e402f86cf67ed4917", "protocol_details": { "payload_preview": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.3", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 114, "ssh_auth_burst_rate": 9.49 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /etc/docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3. Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /etc/docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3. Requête brute (extrait) GET /etc/docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f382e397031205562756e74752d347562756e7475302e360d0a", "emulator_response_len": 41, "bytes_in": 140, "payload_entropy": 5.078955003615183, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "22dd37221daa4604a3757458613c0b6c", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "request_sample": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "evidence": { "request_sample": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "07fa3751af695ccc1f256d3252e72db721f05bfb", "protocol_details": { "payload_preview": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/etc\/docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 113, "ssh_auth_burst_rate": 9.41 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /.docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /.docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Requête brute (extrait) GET /.docker/daemon.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 137, "payload_entropy": 5.09775269841629, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "74b86296089c6a3fc46dfdf7800d1895", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "request_sample": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "evidence": { "request_sample": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "b7a29ce6508f996729d2ee0198406ff7ac7bc543", "protocol_details": { "payload_preview": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/.docker\/daemon.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 112, "ssh_auth_burst_rate": 9.33 }
12/10/2026 12:48:42 UTC	TCP	22 · SSH	ssh	Bruteforce SSH Bruteforce SSH · via SSH:22 · (sonde / probe)	Élevée	Moyen · 48
Étape Sonde / probe Chaîne Découverte Persona mail.sensor-1.internal Rôle capteur Renseignement menaces Corrélations Rafale auth MITRE T1110 TA0007 TA0001 Protocole Émulateur SSH WAF — Recommandation Surveiller Tags http_get_probe net_bruteforce_burst net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /ansible/hosts HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Pourquoi cette classification : Rafale d'authentification SSH · confiance 95% Confiance classification 95% Risque capteur Moyen · 48 Confiance : Confiance 95 % — 4 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /ansible/hosts HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33:22 Meta JSON brut { "protocol_emulated": true, "emulator_response": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 131, "payload_entropy": 5.059325228373229, "port_category": "well_known", "org": "Oracle Corporation", "service": "ssh", "app_proto": "ssh", "asn": 31898, "country": "SG", "dst_port": 22, "risk_waf": 8, "risk_classification": 78, "risk_behavior": 0, "risk_geo": 0, "risk_protocol": 46, "risk_novelty": 15, "risk_boost": 0, "risk_granularity": 4.9, "risk_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15 }, "risk_score": 48, "tag_count": 4, "anomaly_count": 0, "campaign_key": "bde615d2370541ea7dbaaaada39b45bfe3895c0d", "event_fingerprint": "bc4e3fa786c83e0db7c1c892cb0c288f6b14388f", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "confidence": 0.95, "classification_confidence": 0.95, "precision_score": 68, "precision_signals": [ "INT-ssh-brute" ], "kb_rule_ids": [ "INT-ssh-brute" ], "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "named_classification_skipped": false, "service_name": "ssh", "risk_confidence_factor": 95, "city": null, "is_datacenter": false, "is_tor_hint": false, "geo": { "country": "SG", "asn": 31898, "org": "Oracle Corporation", "is_datacenter": false, "is_tor_hint": false }, "fingerprint": { "payload_hash": "ac42390e5d476328f626fdfa1b405a4b", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r", "request_sample": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "evidence": { "request_sample": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22\r\n\r\n", "payload_snippet": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%" }, "attack_stage": "probe", "mitre_tactics": [ "TA0007", "TA0001" ], "mitre_techniques": [ "T1110" ], "mitre": "T1110", "threat_family": [ "unknown" ], "recommended_client_action": "monitor", "policy_mode": "intelligence", "sensor_role": "threat_intelligence", "event_signature": "386e256e04577e407a398a29395cbb7ade6e0ab9", "protocol_details": { "payload_preview": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "site_display": { "classification": null, "classification_reason": "Rafale d'authentification SSH \u00b7 confiance 95%", "classification_reason_label_fr": "Rafale d'authentification SSH \u00b7 confiance 95%", "executive_one_liner_fr": "Activit\u00e9 suspecte \u00b7 risque 48\/100", "confidence_pct": 95, "confidence_breakdown": { "waf": 8, "classification": 78, "behavior": 0, "geo": 0, "protocol": 46, "novelty": 15, "risk_score": 48 }, "attack_stage": "probe", "attack_stage_label": "Sonde \/ probe", "attack_chain_stage": "discovery", "attack_chain_stage_label_fr": "D\u00e9couverte", "risk_score": 48, "risk_label": "Moyen", "service_name": "ssh", "service_label_fr": "SSH", "dst_port": 22, "protocol_emulated": true, "tags_summary": [ "INT-ssh-brute" ], "tags_summary_labels_fr": [ "Bruteforce SSH" ], "recommended_action": "monitor", "recommended_action_label": "Surveiller", "mitre": "T1110", "mitre_technique": "T1110", "persona_hostname": "mail.sensor-1.internal", "persona_service_banner": "OpenSSH_8.9p1 Ubuntu", "correlation_flags": null, "correlation_flags_labels_fr": null, "sensor_role": "threat_intelligence", "sensor_role_label_fr": "Renseignement menaces", "confidence_hint_fr": null, "protocol_details": { "payload_preview": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ansible\/hosts HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:22", "target_port_label": "22 \u00b7 SSH", "emulator_service": "ssh", "confidence_reason": "Confiance 95 % \u2014 4 signal(aux) capteur", "confidence_factors_fr": "Confiance 95 % \u2014 Score WAF 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": "ssh", "service_banner": "OpenSSH_8.9p1 Ubuntu", "service_os": "linux", "dst_port": "22" }, "hostname": "mail.sensor-1.internal", "sensor_id": "sensor-1", "attack_chain_stage": "discovery", "matched_patterns": [], "ban_policy": "advisory_monitor", "tags_list": [ "http_get_probe", "net_bruteforce_burst", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 111, "ssh_auth_burst_rate": 9.24 }

134.185.92.177

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