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 2026-09-13 → 2026-10-13

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

Décision

Investiguer

Risque moyen. Relisez le port dominant et les preuves avant toute règle réseau.

48/100 Confiance 95 % 384 événements T1110

À faire

Lire les preuves de la chronologie avant d’écrire une règle.
Comparer avec les IP du même FAI.
Annoter le verdict vrai positif ou faux positif.

Preuves JSON SOC

Note de ticket

IP 134.185.92.177
Décision : Investiguer
Score max : 48/100 (Moyen)
Confiance : 95 %
Période : 2026-09-13 → 2026-10-13 · 384 événements
Motif : Rafale d'authentification SSH · confiance 95%
MITRE : T1110
FAI : Oracle Corporation · Singapour

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.

129.146.171.191 Sonde proxy ouvert 13/10/2026 12:56 UTC
66.116.252.157 Sonde SSH 13/10/2026 00:45 UTC
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

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

Constats

Lecture automatique du volume, des ports et des créneaux UTC

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 2/8

Horodatage	Proto	Port	Service	Classification	Sévérité	Risque
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 /compose.prod.yaml 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 /compose.prod.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Requête brute (extrait) GET /compose.prod.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": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 135, "payload_entropy": 5.1078008794322365, "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": "aa13b3e472d3bbbc41a1c064ce10423d", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/compose.prod.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", "request_sample": "GET \/compose.prod.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 \/compose.prod.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", "evidence": { "request_sample": "GET \/compose.prod.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 \/compose.prod.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", "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": "d3a4a16f41d6f371770ef13aadd0d588392a30dd", "protocol_details": { "payload_preview": "GET \/compose.prod.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", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/compose.prod.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", "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 \/compose.prod.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", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/compose.prod.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", "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": 110, "ssh_auth_burst_rate": 9.16 }
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 /ansible/hosts.yml 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 /ansible/hosts.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Requête brute (extrait) GET /ansible/hosts.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": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 135, "payload_entropy": 5.111913150261449, "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": "f02e0ddf00f9edfe1ad5760b5e57c27a", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible\/hosts.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", "request_sample": "GET \/ansible\/hosts.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 \/ansible\/hosts.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", "evidence": { "request_sample": "GET \/ansible\/hosts.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 \/ansible\/hosts.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", "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": "319a737661ec8b6e727218101ce7370f04322f96", "protocol_details": { "payload_preview": "GET \/ansible\/hosts.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", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ansible\/hosts.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", "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.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", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ansible\/hosts.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", "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": 109, "ssh_auth_burst_rate": 9.08 }
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 /inventory.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 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /inventory.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": 132, "payload_entropy": 5.13019348440813, "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": "6dc15f8b4314faaef8a4533bee6dc5b98f9dc619", "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": "af747e675854022e7be727261d5b560c", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/inventory.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", "request_sample": "GET \/inventory.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 \/inventory.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 \/inventory.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 \/inventory.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": "70737ced7ae4c77754a6ee27525c69fc2e267223", "protocol_details": { "payload_preview": "GET \/inventory.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 \/inventory.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 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 \/inventory.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 \/inventory.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 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", "ssh_emulated", "tor_exit_probe" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 108, "ssh_auth_burst_rate": 8.99 }
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 /inventory.ini 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 /inventory.ini 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": 131, "payload_entropy": 5.072177704675394, "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": "6dc15f8b4314faaef8a4533bee6dc5b98f9dc619", "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": "77eda9a588539039f6aa7440c63f5235", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/inventory.ini HTTP\/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 \/inventory.ini HTTP\/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 \/inventory.ini HTTP\/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 \/inventory.ini HTTP\/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 \/inventory.ini HTTP\/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": "31a88d2fb74f1462ceb932a0b815d0001224817f", "protocol_details": { "payload_preview": "GET \/inventory.ini HTTP\/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 \/inventory.ini HTTP\/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 \/inventory.ini HTTP\/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 \/inventory.ini HTTP\/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", "ssh_emulated", "tor_exit_probe" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 107, "ssh_auth_burst_rate": 8.91 }
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 /hosts.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 /hosts.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": 127, "payload_entropy": 5.121850584998071, "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": "6d4a59451ec4dd50226944020e795989", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/hosts.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 \/hosts.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 \/hosts.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 \/hosts.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 \/hosts.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": "fe7077242b11ed828c6ee9845c97a808c0cac214", "protocol_details": { "payload_preview": "GET \/hosts.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 \/hosts.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 \/hosts.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 \/hosts.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": 106, "ssh_auth_burst_rate": 8.83 }
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 /ansible.cfg 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.cfg 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": 5.065133558172527, "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": "481c3fd5f4c925ebf45b3f125e49505b", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible.cfg HTTP\/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 \/ansible.cfg HTTP\/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.cfg HTTP\/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.cfg HTTP\/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.cfg HTTP\/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": "57b69d20270e2c1db7ce670104fa8eca5b05cb45", "protocol_details": { "payload_preview": "GET \/ansible.cfg HTTP\/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.cfg HTTP\/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.cfg HTTP\/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.cfg HTTP\/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": 105, "ssh_auth_burst_rate": 8.74 }
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 /ansible/ansible.cfg 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 /ansible/ansible.cfg HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Requête brute (extrait) GET /ansible/ansible.cfg 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": 137, "payload_entropy": 5.051413168886387, "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": "bfb5e1cd74974aa432e05d3a736c8a98", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible\/ansible.cfg 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 \/ansible\/ansible.cfg HTTP\/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\/ansible.cfg 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 \/ansible\/ansible.cfg HTTP\/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\/ansible.cfg 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": "1fc7cb5cb578f322db11a73f039326936d96bc3b", "protocol_details": { "payload_preview": "GET \/ansible\/ansible.cfg 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 \/ansible\/ansible.cfg 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 \/ansible\/ansible.cfg 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 \/ansible\/ansible.cfg 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": 104, "ssh_auth_burst_rate": 8.66 }
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 /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 /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": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 123, "payload_entropy": 5.0629389248886705, "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": "9f77c23468c3d8b712b4e31f11561a30", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/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", "request_sample": "GET \/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 \/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 \/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 \/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": "1e90d0567a234b1615a12084c9ec9363d799bc89", "protocol_details": { "payload_preview": "GET \/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 \/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 \/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 \/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": 103, "ssh_auth_burst_rate": 8.58 }
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 /inventory.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 % — 5 signal(aux) capteur Protocole émulé 1 Signaux Bruteforce SSH Technique MITRE T1110 Tactiques MITRE TA0007 TA0001 User-Agent — Règles WAF — Payload (extrait) GET /inventory.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": "5353482d322e302d4f70656e5353485f392e337031205562756e74752d317562756e7475330d0a", "emulator_response_len": 39, "bytes_in": 131, "payload_entropy": 5.132164655438172, "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": "6dc15f8b4314faaef8a4533bee6dc5b98f9dc619", "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": "7c814f59615babc8fef7ca2600800cf3", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/inventory.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", "request_sample": "GET \/inventory.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 \/inventory.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 \/inventory.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 \/inventory.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": "a8ffd8b872ba05292663c4e3597ecb663ca72c04", "protocol_details": { "payload_preview": "GET \/inventory.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 \/inventory.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 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 \/inventory.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 \/inventory.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 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", "ssh_emulated", "tor_exit_probe" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 102, "ssh_auth_burst_rate": 8.49 }
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 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.yaml 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 /ansible/hosts.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.3 Requête brute (extrait) GET /ansible/hosts.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": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 136, "payload_entropy": 5.108330746791096, "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": "7caad7d7df5487ee1119b26b5dda2ee3", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible\/hosts.yaml 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 \/ansible\/hosts.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 \/ansible\/hosts.yaml 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 \/ansible\/hosts.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 \/ansible\/hosts.yaml 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": "b485af9dc2ff3f8ebf03f26ae56813e1de3804ef", "protocol_details": { "payload_preview": "GET \/ansible\/hosts.yaml 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 \/ansible\/hosts.yaml 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 \/ansible\/hosts.yaml 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 \/ansible\/hosts.yaml 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", "net_ssh_probe", "ssh_emulated" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 101, "ssh_auth_burst_rate": 8.41 }
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 net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /hosts.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 /hosts.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": "5353482d322e302d4f70656e5353485f372e367031205562756e74752d347562756e7475302e370d0a", "emulator_response_len": 41, "bytes_in": 128, "payload_entropy": 5.11955022343948, "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": "88bcb5c5091e61f223dad3305cc0c1ca", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/hosts.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 \/hosts.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 \/hosts.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 \/hosts.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 \/hosts.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": "125a27820692ccadda38d80e4f16d2676f35ad4c", "protocol_details": { "payload_preview": "GET \/hosts.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 \/hosts.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 \/hosts.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 \/hosts.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": 100, "ssh_auth_burst_rate": 8.33 }
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 net_ssh_probe ssh_emulated Cible HTTP — TLS SNI — Capteur paris-1
Preuve / Evidence Méthode — Port 22 Chemin / cible — Service SSH Payload GET /inventory 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 /inventory 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": 127, "payload_entropy": 5.089749971739757, "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": "2a9935f53009f704f0155f6e58fa67dd6ce6479b", "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": "459a6a692b7df0fc28cc1576b6c7c81a", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/inventory HTTP\/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 \/inventory HTTP\/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 \/inventory HTTP\/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 \/inventory HTTP\/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 \/inventory HTTP\/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": "2f80bdc051afbf71e573b677a85a8dd4e12ff131", "protocol_details": { "payload_preview": "GET \/inventory HTTP\/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 \/inventory HTTP\/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 \/inventory HTTP\/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 \/inventory HTTP\/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", "net_ssh_probe", "ssh_emulated", "tor_exit_probe" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 99, "ssh_auth_burst_rate": 8.24 }
12/10/2026 12:48:41 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/inventory.yaml 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 /ansible/inventory.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3. Requête brute (extrait) GET /ansible/inventory.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": 140, "payload_entropy": 5.120414844084754, "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": "6dc15f8b4314faaef8a4533bee6dc5b98f9dc619", "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": "c2e086538e0cdbd0ed2bfa954c443f16", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible\/inventory.yaml 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 \/ansible\/inventory.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 \/ansible\/inventory.yaml 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 \/ansible\/inventory.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 \/ansible\/inventory.yaml 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": "9309328c5efe455d82063690b0ebd21767b21a3c", "protocol_details": { "payload_preview": "GET \/ansible\/inventory.yaml 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 \/ansible\/inventory.yaml 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 \/ansible\/inventory.yaml 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 \/ansible\/inventory.yaml 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", "ssh_emulated", "tor_exit_probe" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 98, "ssh_auth_burst_rate": 8.9 }
12/10/2026 12:48:41 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/inventory.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.5 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 /ansible/inventory.yml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.5 Requête brute (extrait) GET /ansible/inventory.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": 139, "payload_entropy": 5.123679132647682, "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": "6dc15f8b4314faaef8a4533bee6dc5b98f9dc619", "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": "c3263f5a4fc81544dd2612486fd2e5d4", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible\/inventory.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.5", "request_sample": "GET \/ansible\/inventory.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 \/ansible\/inventory.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.5", "evidence": { "request_sample": "GET \/ansible\/inventory.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 \/ansible\/inventory.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.5", "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": "5bc33c896d8123d85c222d1e27577ac609187dcf", "protocol_details": { "payload_preview": "GET \/ansible\/inventory.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.5", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ansible\/inventory.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.5", "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 \/ansible\/inventory.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.5", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ansible\/inventory.yml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.5", "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", "ssh_emulated", "tor_exit_probe" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 97, "ssh_auth_burst_rate": 8.81 }
12/10/2026 12:48:31 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/inventory 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 /ansible/inventory HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33 Requête brute (extrait) GET /ansible/inventory 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": 135, "payload_entropy": 5.08654605898797, "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": "6dc15f8b4314faaef8a4533bee6dc5b98f9dc619", "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": "2abd6e534fbb597fa1f081953d38ae71", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ansible\/inventory 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 \/ansible\/inventory HTTP\/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\/inventory 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 \/ansible\/inventory HTTP\/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\/inventory 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": "bb5181d63cfd28e8de72e9f2e0f2bb52030ad1e9", "protocol_details": { "payload_preview": "GET \/ansible\/inventory 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 \/ansible\/inventory 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 \/ansible\/inventory 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 \/ansible\/inventory 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", "ssh_emulated", "tor_exit_probe" ], "ssh_auth_burst": true, "ssh_auth_burst_count": 128, "ssh_auth_burst_rate": 12.79 }
12/10/2026 12:48:31 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 /jupyterhub_config.yaml 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 /jupyterhub_config.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3. Requête brute (extrait) GET /jupyterhub_config.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": 140, "payload_entropy": 5.1896235571448255, "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": "89c3137428eaa91dcaf2ebf9b3667db3", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/jupyterhub_config.yaml 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 \/jupyterhub_config.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 \/jupyterhub_config.yaml 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 \/jupyterhub_config.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 \/jupyterhub_config.yaml 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": "0f67c89d52cb3035bff36901f6c07ae03746cc13", "protocol_details": { "payload_preview": "GET \/jupyterhub_config.yaml 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 \/jupyterhub_config.yaml 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 \/jupyterhub_config.yaml 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 \/jupyterhub_config.yaml 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": 127, "ssh_auth_burst_rate": 12.69 }
12/10/2026 12:48:31 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 /jupyter/jupyter_server_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br 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 /jupyter/jupyter_server_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br Requête brute (extrait) GET /jupyter/jupyter_server_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": 152, "payload_entropy": 5.152935672923974, "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": "da50ecf4329c6a0c617a28603421cb3e", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r", "request_sample": "GET \/jupyter\/jupyter_server_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 \/jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "evidence": { "request_sample": "GET \/jupyter\/jupyter_server_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 \/jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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": "87eef7f1292533dfdeec5a41bfd6d5739955d6fa", "protocol_details": { "payload_preview": "GET \/jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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 \/jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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": 12.59 }
12/10/2026 12:48:31 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 /.jupyter/jupyter_server_config.py HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br 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 /.jupyter/jupyter_server_config.py HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br Requête brute (extrait) GET /.jupyter/jupyter_server_config.py 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": 151, "payload_entropy": 5.1475059563000185, "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": "d1f6d6bfaa0d5dca8b67409fee7b023f", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.jupyter\/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\n", "request_sample": "GET \/.jupyter\/jupyter_server_config.py HTTP\/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 \/.jupyter\/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "evidence": { "request_sample": "GET \/.jupyter\/jupyter_server_config.py HTTP\/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 \/.jupyter\/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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": "a2b9a4a99af5cad6627dd5e6d71dfbdd8f3cdd90", "protocol_details": { "payload_preview": "GET \/.jupyter\/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/.jupyter\/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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 \/.jupyter\/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/.jupyter\/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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": 12.49 }
12/10/2026 12:48:31 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 /nomad.hcl 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 /nomad.hcl 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": 127, "payload_entropy": 5.0901727299878, "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": "6573f49ec2c834924db78c56d931c0c1", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/nomad.hcl HTTP\/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 \/nomad.hcl HTTP\/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 \/nomad.hcl HTTP\/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 \/nomad.hcl HTTP\/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 \/nomad.hcl HTTP\/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": "1304f20150ac14bf61f669527d5bb3cf8b469c8a", "protocol_details": { "payload_preview": "GET \/nomad.hcl HTTP\/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 \/nomad.hcl HTTP\/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 \/nomad.hcl HTTP\/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 \/nomad.hcl HTTP\/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": 12.39 }
12/10/2026 12:48:31 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 /nomad/nomad.hcl 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 /nomad/nomad.hcl 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 /nomad/nomad.hcl 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": 5.088235398371186, "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": "7bcf6da59a4ded0854b53c593dfb32ee", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/nomad\/nomad.hcl 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 \/nomad\/nomad.hcl HTTP\/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 \/nomad\/nomad.hcl 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 \/nomad\/nomad.hcl HTTP\/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 \/nomad\/nomad.hcl 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": "606706e05ec939e8d55d20290904af017dc86d1e", "protocol_details": { "payload_preview": "GET \/nomad\/nomad.hcl 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 \/nomad\/nomad.hcl 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 \/nomad\/nomad.hcl 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 \/nomad\/nomad.hcl 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": 123, "ssh_auth_burst_rate": 12.29 }
12/10/2026 12:48:31 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/nomad/nomad.hcl 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 /etc/nomad/nomad.hcl HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50. Requête brute (extrait) GET /etc/nomad/nomad.hcl 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": 137, "payload_entropy": 5.065252774170551, "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": "52112b62b355efa68c714fb5dba6e950", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/etc\/nomad\/nomad.hcl 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 \/etc\/nomad\/nomad.hcl HTTP\/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\/nomad\/nomad.hcl 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 \/etc\/nomad\/nomad.hcl HTTP\/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\/nomad\/nomad.hcl 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": "0cfddf8eab2fc8a0dedd11569e1c6d22f2e3ccf8", "protocol_details": { "payload_preview": "GET \/etc\/nomad\/nomad.hcl 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 \/etc\/nomad\/nomad.hcl 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 \/etc\/nomad\/nomad.hcl 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 \/etc\/nomad\/nomad.hcl 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": 122, "ssh_auth_burst_rate": 12.19 }
12/10/2026 12:48:31 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/nomad/nomad.hcl 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 /.config/nomad/nomad.hcl HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3 Requête brute (extrait) GET /.config/nomad/nomad.hcl 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": 141, "payload_entropy": 5.078986214530046, "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": "6ec80a46e090a0d93594a853018f8a28", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.config\/nomad\/nomad.hcl 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 \/.config\/nomad\/nomad.hcl HTTP\/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\/nomad\/nomad.hcl 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 \/.config\/nomad\/nomad.hcl HTTP\/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\/nomad\/nomad.hcl 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": "2ca7a400e7ffa2922676c829fc40a7f9591f4c08", "protocol_details": { "payload_preview": "GET \/.config\/nomad\/nomad.hcl 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 \/.config\/nomad\/nomad.hcl 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 \/.config\/nomad\/nomad.hcl 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 \/.config\/nomad\/nomad.hcl 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": 121, "ssh_auth_burst_rate": 12.09 }
12/10/2026 12:48:31 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 /.jupyter/jupyter_server_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br 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 /.jupyter/jupyter_server_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br Requête brute (extrait) GET /.jupyter/jupyter_server_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": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 153, "payload_entropy": 5.14901876289489, "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": "ee5f4ecceb53e5306b9ae68d690f3cd5", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "request_sample": "GET \/.jupyter\/jupyter_server_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 \/.jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "evidence": { "request_sample": "GET \/.jupyter\/jupyter_server_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 \/.jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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": "3cdc4d266224217b994292b99be49fea6e2a8b9a", "protocol_details": { "payload_preview": "GET \/.jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/.jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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 \/.jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/.jupyter\/jupyter_server_config.json HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br", "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": 11.99 }
12/10/2026 12:48:31 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 /jupyterhub_config.py 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 /jupyterhub_config.py HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50 Requête brute (extrait) GET /jupyterhub_config.py 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": 138, "payload_entropy": 5.1531417145501, "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": "ca5847ee620e6a264a39609488a5bdf6", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/jupyterhub_config.py 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 \/jupyterhub_config.py HTTP\/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 \/jupyterhub_config.py 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 \/jupyterhub_config.py HTTP\/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 \/jupyterhub_config.py 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": "3ffbf9db3de5d74d2d355dba9effef904f65a571", "protocol_details": { "payload_preview": "GET \/jupyterhub_config.py 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 \/jupyterhub_config.py 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 \/jupyterhub_config.py 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 \/jupyterhub_config.py 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": 119, "ssh_auth_burst_rate": 11.89 }
12/10/2026 12:48:31 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 /jupyter_server_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 /jupyter_server_config.json HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 6 Requête brute (extrait) GET /jupyter_server_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": 5.155450047639126, "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": "b3cc23c7573170b314081bd8254b353c", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/jupyter_server_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 \/jupyter_server_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 \/jupyter_server_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 \/jupyter_server_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 \/jupyter_server_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": "beef781381afc46fcc55fcc1acfcee48cd631bd0", "protocol_details": { "payload_preview": "GET \/jupyter_server_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 \/jupyter_server_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 \/jupyter_server_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 \/jupyter_server_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": 118, "ssh_auth_burst_rate": 11.79 }
12/10/2026 12:48:31 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 /jupyter_server_config.py HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62. 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 /jupyter_server_config.py HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62. Requête brute (extrait) GET /jupyter_server_config.py 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": 142, "payload_entropy": 5.156873419115946, "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": "9177d3b7b484439de56436cfa40812e8", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.", "request_sample": "GET \/jupyter_server_config.py HTTP\/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 \/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.", "evidence": { "request_sample": "GET \/jupyter_server_config.py HTTP\/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 \/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.", "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": "80f3f4c1e4ac11837d11f5c9d61a7cb8dc826c7b", "protocol_details": { "payload_preview": "GET \/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.", "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 \/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/jupyter_server_config.py HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.", "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": 117, "ssh_auth_burst_rate": 11.69 }
12/10/2026 12:48:30 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 /gpu.pem 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 /gpu.pem 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": 5.074655765355769, "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": "a6f6659ca6a104a806f6e1d46085c97d", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/gpu.pem HTTP\/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 \/gpu.pem HTTP\/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 \/gpu.pem HTTP\/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 \/gpu.pem HTTP\/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 \/gpu.pem HTTP\/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": "ed81d0a1e27e0748f72dba1af02eb94c3c0eded4", "protocol_details": { "payload_preview": "GET \/gpu.pem HTTP\/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 \/gpu.pem HTTP\/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 \/gpu.pem HTTP\/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 \/gpu.pem HTTP\/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": 12.87 }
12/10/2026 12:48:30 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 /ray/cluster.yaml 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 /ray/cluster.yaml HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33: Requête brute (extrait) GET /ray/cluster.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": 134, "payload_entropy": 5.1234980570683435, "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": "29d886cabcbe670ba2682490c049d2f0", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ray\/cluster.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:", "request_sample": "GET \/ray\/cluster.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 \/ray\/cluster.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:", "evidence": { "request_sample": "GET \/ray\/cluster.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 \/ray\/cluster.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:", "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": "d5fa89af5d5328c6f028be0947e5d22de5b6afef", "protocol_details": { "payload_preview": "GET \/ray\/cluster.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:", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/ray\/cluster.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:", "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 \/ray\/cluster.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:", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/ray\/cluster.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:", "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": 12.76 }
12/10/2026 12:48:30 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 /ray.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 /ray.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": 5.131298289047418, "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": "243a10ff734dadf0f099dc928d472a8c", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ray.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 \/ray.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 \/ray.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 \/ray.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 \/ray.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": "9839f322d00a047b89b4f727a3d7ba6de9c59cd6", "protocol_details": { "payload_preview": "GET \/ray.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 \/ray.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 \/ray.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 \/ray.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": 114, "ssh_auth_burst_rate": 12.65 }
12/10/2026 12:48:30 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/ray/ray.conf 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 /etc/ray/ray.conf HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33: Requête brute (extrait) GET /etc/ray/ray.conf 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": 5.066204654058148, "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": "3b9e142656515fc24dd7b95c313c8ce5", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/etc\/ray\/ray.conf 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 \/etc\/ray\/ray.conf HTTP\/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\/ray\/ray.conf 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 \/etc\/ray\/ray.conf HTTP\/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\/ray\/ray.conf 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": "6362738515f2036cfec6328e4f0ff6348cab134c", "protocol_details": { "payload_preview": "GET \/etc\/ray\/ray.conf 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 \/etc\/ray\/ray.conf 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 \/etc\/ray\/ray.conf 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 \/etc\/ray\/ray.conf 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": 113, "ssh_auth_burst_rate": 12.54 }
12/10/2026 12:48:30 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/slurm/slurmdbd.conf 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/slurm/slurmdbd.conf HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3 Requête brute (extrait) GET /etc/slurm/slurmdbd.conf 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": 141, "payload_entropy": 5.120122874528487, "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": "89abb698ca7908786327745552ec82b0", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/etc\/slurm\/slurmdbd.conf 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\/slurm\/slurmdbd.conf HTTP\/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\/slurm\/slurmdbd.conf 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\/slurm\/slurmdbd.conf HTTP\/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\/slurm\/slurmdbd.conf 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": "ffb94f6fc743764dc9ec3402fee64108eecf9603", "protocol_details": { "payload_preview": "GET \/etc\/slurm\/slurmdbd.conf 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\/slurm\/slurmdbd.conf 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\/slurm\/slurmdbd.conf 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\/slurm\/slurmdbd.conf 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": 112, "ssh_auth_burst_rate": 12.43 }
12/10/2026 12:48:30 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 /.ray/ray.conf 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 /.ray/ray.conf 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": 131, "payload_entropy": 5.084928894959662, "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": "596836de73b68cc316cec5ec5560ed24", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/.ray\/ray.conf HTTP\/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 \/.ray\/ray.conf HTTP\/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 \/.ray\/ray.conf HTTP\/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 \/.ray\/ray.conf HTTP\/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 \/.ray\/ray.conf HTTP\/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": "c1d8b4fdfc27618a715dab98f18bb4484883f810", "protocol_details": { "payload_preview": "GET \/.ray\/ray.conf HTTP\/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 \/.ray\/ray.conf HTTP\/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 \/.ray\/ray.conf HTTP\/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 \/.ray\/ray.conf HTTP\/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": 12.32 }
12/10/2026 12:48:30 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/slurm/slurm.conf.template 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 % — 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/slurm/slurm.conf.template HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host Requête brute (extrait) GET /etc/slurm/slurm.conf.template 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": 147, "payload_entropy": 5.077062631265905, "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": "170c6c72559ad996294b0d4cf9f9d82b", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/etc\/slurm\/slurm.conf.template HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "request_sample": "GET \/etc\/slurm\/slurm.conf.template HTTP\/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\/slurm\/slurm.conf.template HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost", "evidence": { "request_sample": "GET \/etc\/slurm\/slurm.conf.template HTTP\/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\/slurm\/slurm.conf.template 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": "5dfb857c7d1dd35318f82f115b780a958a2f3942", "protocol_details": { "payload_preview": "GET \/etc\/slurm\/slurm.conf.template 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 \/etc\/slurm\/slurm.conf.template 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 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\/slurm\/slurm.conf.template 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 \/etc\/slurm\/slurm.conf.template 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 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": 110, "ssh_auth_burst_rate": 12.21 }
12/10/2026 12:48:30 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 /slurm/slurm.conf 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 /slurm/slurm.conf HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50.33: Requête brute (extrait) GET /slurm/slurm.conf 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": 5.13242487320692, "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": "747e38c9a1033f6111223a27d8bd7407", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/slurm\/slurm.conf 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 \/slurm\/slurm.conf HTTP\/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 \/slurm\/slurm.conf 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 \/slurm\/slurm.conf HTTP\/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 \/slurm\/slurm.conf 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": "35a052f76c26f9f3a77fb80162c75bd4d1f6e983", "protocol_details": { "payload_preview": "GET \/slurm\/slurm.conf 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 \/slurm\/slurm.conf 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 \/slurm\/slurm.conf 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 \/slurm\/slurm.conf 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": 109, "ssh_auth_burst_rate": 12.1 }
12/10/2026 12:48:30 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 /ray.conf 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 /ray.conf 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": 5.085564598028086, "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": "a065bb8c63aed7b596369f815563d42e", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ray.conf HTTP\/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 \/ray.conf HTTP\/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 \/ray.conf HTTP\/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 \/ray.conf HTTP\/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 \/ray.conf HTTP\/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": "f9e37dbb25d5863ce32c520f9b2487434b2ca3fd", "protocol_details": { "payload_preview": "GET \/ray.conf HTTP\/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 \/ray.conf HTTP\/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 \/ray.conf HTTP\/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 \/ray.conf HTTP\/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": 108, "ssh_auth_burst_rate": 11.99 }
12/10/2026 12:48:30 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 /ray.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 /ray.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": "5353482d322e302d4f70656e5353485f382e3470312044656269616e2d352b646562313175330d0a", "emulator_response_len": 40, "bytes_in": 126, "payload_entropy": 5.1263998918989335, "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": "9cade4e66b7fac42dad1671fc3abb1c4", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ray.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 \/ray.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 \/ray.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 \/ray.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 \/ray.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": "106469f4f0d54f7857725a8e4e6ebd8cb4ef749f", "protocol_details": { "payload_preview": "GET \/ray.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 \/ray.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 \/ray.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 \/ray.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": 107, "ssh_auth_burst_rate": 11.88 }
12/10/2026 12:48:30 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 /slurmdbd.conf 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 /slurmdbd.conf 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": 131, "payload_entropy": 5.123069829481414, "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": "fdd78c5c3e93d90bf15e13055c681128", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/slurmdbd.conf HTTP\/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 \/slurmdbd.conf HTTP\/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 \/slurmdbd.conf HTTP\/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 \/slurmdbd.conf HTTP\/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 \/slurmdbd.conf HTTP\/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": "dcee1b7f1980bfe94b529b1a28985783d0a6b759", "protocol_details": { "payload_preview": "GET \/slurmdbd.conf HTTP\/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 \/slurmdbd.conf HTTP\/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 \/slurmdbd.conf HTTP\/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 \/slurmdbd.conf HTTP\/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": 106, "ssh_auth_burst_rate": 11.76 }
12/10/2026 12:48:30 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 /user-data 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 /user-data 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": 5.060359471496838, "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": "247354dc197c6e347709633141a44155", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/user-data HTTP\/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 \/user-data HTTP\/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 \/user-data HTTP\/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 \/user-data HTTP\/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 \/user-data HTTP\/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": "6d2a9961819ab938e3f7005fe2bd27db2c2ec2c4", "protocol_details": { "payload_preview": "GET \/user-data HTTP\/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 \/user-data HTTP\/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 \/user-data HTTP\/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 \/user-data HTTP\/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": 105, "ssh_auth_burst_rate": 11.65 }
12/10/2026 12:48:30 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 /slurm.conf 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 /slurm.conf 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": 128, "payload_entropy": 5.113270484084554, "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": "3ba670e751ee3378954ff6322be713c0", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/slurm.conf HTTP\/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 \/slurm.conf HTTP\/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 \/slurm.conf HTTP\/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 \/slurm.conf HTTP\/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 \/slurm.conf HTTP\/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": "c6779113efbbb7697911a68883b6946c93b39de2", "protocol_details": { "payload_preview": "GET \/slurm.conf HTTP\/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 \/slurm.conf HTTP\/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 \/slurm.conf HTTP\/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 \/slurm.conf HTTP\/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": 104, "ssh_auth_burst_rate": 11.54 }
12/10/2026 12:48:30 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/slurm/slurm.conf 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 /etc/slurm/slurm.conf HTTP/1.1 accept: / user-agent: WebSiphon/next-0.1 accept-encoding: gzip,deflate,br host: 62.3.50 Requête brute (extrait) GET /etc/slurm/slurm.conf 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": 138, "payload_entropy": 5.108636573607518, "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": "459c022b5f1ab9b20c6f38b22e1e1e8c", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/etc\/slurm\/slurm.conf 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 \/etc\/slurm\/slurm.conf HTTP\/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\/slurm\/slurm.conf 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 \/etc\/slurm\/slurm.conf HTTP\/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\/slurm\/slurm.conf 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": "bc7b7d76388a9058200f3738cbfd5afb1a302d8f", "protocol_details": { "payload_preview": "GET \/etc\/slurm\/slurm.conf 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 \/etc\/slurm\/slurm.conf 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 \/etc\/slurm\/slurm.conf 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 \/etc\/slurm\/slurm.conf 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": 103, "ssh_auth_burst_rate": 11.43 }
12/10/2026 12:48:30 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 /user_data 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 /user_data 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": 5.085911538408936, "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": "330bb0f5b2c1bd42bf7109c5b367a667", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/user_data HTTP\/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 \/user_data HTTP\/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 \/user_data HTTP\/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 \/user_data HTTP\/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 \/user_data HTTP\/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": "cc7107b126ab9d3275c38a1fbea313a573f3862e", "protocol_details": { "payload_preview": "GET \/user_data HTTP\/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 \/user_data HTTP\/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 \/user_data HTTP\/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 \/user_data HTTP\/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": 11.32 }
12/10/2026 12:48:30 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 /cloud-init.yaml 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 /cloud-init.yaml 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 /cloud-init.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": 133, "payload_entropy": 5.120300529998932, "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": "3e8fb9d294724a8f17beba4f5e44112b", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/cloud-init.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "request_sample": "GET \/cloud-init.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 \/cloud-init.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "evidence": { "request_sample": "GET \/cloud-init.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 \/cloud-init.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "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": "6dbe562730870da20488ebf53fb1f4fb0fc5fa15", "protocol_details": { "payload_preview": "GET \/cloud-init.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "evidence_snippet": "GET \/cloud-init.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "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 \/cloud-init.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "port": 22, "service": "ssh", "service_label_fr": "SSH" }, "attack_vector": "Bruteforce SSH \u00b7 via SSH:22 \u00b7 (sonde \/ probe)", "evidence_snippet": "GET \/cloud-init.yaml HTTP\/1.1\r\naccept: \/\r\nuser-agent: WebSiphon\/next-0.1\r\naccept-encoding: gzip,deflate,br\r\nhost: 62.3.50.33:2", "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": 101, "ssh_auth_burst_rate": 11.21 }
12/10/2026 12:48:30 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 /cloud-init.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 /cloud-init.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": "5353482d322e302d4f70656e5353485f392e3670312044656269616e2d310d0a", "emulator_response_len": 32, "bytes_in": 132, "payload_entropy": 5.122099021196607, "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": "05daf5b1dda5a7c8f71b05f16a770344", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/cloud-init.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", "request_sample": "GET \/cloud-init.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 \/cloud-init.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 \/cloud-init.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 \/cloud-init.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": "11470935b42220c928ed83d4f5a75b7cc71ef57b", "protocol_details": { "payload_preview": "GET \/cloud-init.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 \/cloud-init.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 \/cloud-init.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 \/cloud-init.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": 100, "ssh_auth_burst_rate": 11.1 }
12/10/2026 12:48:30 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 /gpu_key.pem 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 /gpu_key.pem 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": 5.141261892869558, "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": "99fafc98ae667094d0e9b98e92a966a9", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/gpu_key.pem HTTP\/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 \/gpu_key.pem HTTP\/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 \/gpu_key.pem HTTP\/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 \/gpu_key.pem HTTP\/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 \/gpu_key.pem HTTP\/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": "c7613bc63582e01d0be80833c2bbd213542e3755", "protocol_details": { "payload_preview": "GET \/gpu_key.pem HTTP\/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 \/gpu_key.pem HTTP\/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 \/gpu_key.pem HTTP\/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 \/gpu_key.pem HTTP\/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": 10.99 }
12/10/2026 12:48:30 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 /ssh_key.pem 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 /ssh_key.pem 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": 5.14428793570338, "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": "2a82c4019fbb967967d174bb6a9d624d", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ssh_key.pem HTTP\/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 \/ssh_key.pem HTTP\/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 \/ssh_key.pem HTTP\/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 \/ssh_key.pem HTTP\/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 \/ssh_key.pem HTTP\/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": "762030e7f312c2b45409bed017a676403dd3516c", "protocol_details": { "payload_preview": "GET \/ssh_key.pem HTTP\/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 \/ssh_key.pem HTTP\/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 \/ssh_key.pem HTTP\/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 \/ssh_key.pem HTTP\/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": 10.88 }
12/10/2026 12:48:30 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 /ssh_key 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 /ssh_key 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": 125, "payload_entropy": 5.137856841594891, "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": "5e6ac5ee1121dbb8b30c2604ba5e4657", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/ssh_key HTTP\/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 \/ssh_key HTTP\/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 \/ssh_key HTTP\/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 \/ssh_key HTTP\/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 \/ssh_key HTTP\/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": "c9dd9378aaa5584c5626ff8bd92b62c8742717c5", "protocol_details": { "payload_preview": "GET \/ssh_key HTTP\/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 \/ssh_key HTTP\/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 \/ssh_key HTTP\/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 \/ssh_key HTTP\/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": 10.77 }
12/10/2026 12:48:22 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 /id_ed25519 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 /id_ed25519 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": 128, "payload_entropy": 5.123232282211647, "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": "6d66ef148aebff79c55da4ba972f0b08", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/id_ed25519 HTTP\/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 \/id_ed25519 HTTP\/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 \/id_ed25519 HTTP\/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 \/id_ed25519 HTTP\/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 \/id_ed25519 HTTP\/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": "1a83fd02af63eeb572ab3424a43bc3424f8eae63", "protocol_details": { "payload_preview": "GET \/id_ed25519 HTTP\/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 \/id_ed25519 HTTP\/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 \/id_ed25519 HTTP\/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 \/id_ed25519 HTTP\/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": 11.63 }
12/10/2026 12:48:22 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 /deploy_key.pem 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 /deploy_key.pem 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": 132, "payload_entropy": 5.1432863809097125, "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": "1a76d3315d2e94f6018f2f8eb4e404c6", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/deploy_key.pem HTTP\/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 \/deploy_key.pem HTTP\/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 \/deploy_key.pem HTTP\/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 \/deploy_key.pem HTTP\/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 \/deploy_key.pem HTTP\/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": "b8dd004a61c07e31a3a4bfe7cf34aa213dd7fd54", "protocol_details": { "payload_preview": "GET \/deploy_key.pem HTTP\/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 \/deploy_key.pem HTTP\/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 \/deploy_key.pem HTTP\/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 \/deploy_key.pem HTTP\/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": 127, "ssh_auth_burst_rate": 11.53 }
12/10/2026 12:48:22 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 /privatekey.pem 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 /privatekey.pem 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": 5.114867063299764, "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": "9f849cdc7a47de186aa2038bb02d48e3", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/privatekey.pem HTTP\/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 \/privatekey.pem HTTP\/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 \/privatekey.pem HTTP\/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 \/privatekey.pem HTTP\/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 \/privatekey.pem HTTP\/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": "d8d19e3a8b75fc7095e158b7048f0d8fb1ee6bf7", "protocol_details": { "payload_preview": "GET \/privatekey.pem HTTP\/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 \/privatekey.pem HTTP\/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 \/privatekey.pem HTTP\/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 \/privatekey.pem HTTP\/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": 11.44 }
12/10/2026 12:48:22 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 /id_rsa 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 /id_rsa 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": 5.098022903740845, "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": "43295cad9065821287dca85939f304a6", "path_pattern_hash": "fca570dfedc4605a2c5e448037a92aaf" }, "target_context": { "dst_port": 22, "service": "ssh", "service_name": "ssh", "risk_score": 48 }, "payload_preview": "GET \/id_rsa HTTP\/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 \/id_rsa HTTP\/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 \/id_rsa HTTP\/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 \/id_rsa HTTP\/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 \/id_rsa HTTP\/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": "9215f7e8083c35e8555fe6bec02fa73c7862d16b", "protocol_details": { "payload_preview": "GET \/id_rsa HTTP\/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 \/id_rsa HTTP\/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 \/id_rsa HTTP\/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 \/id_rsa HTTP\/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": 11.35 }

134.185.92.177

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Investiguer

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Note de ticket

Comparaison ASN / FAI

IPs apparentées

Géolocalisation

FAI / réseau

Renseignement menaces

Décomposition confiance

Décomposition du score

Filtres

Profil d’activité

Heures UTC

Jours de semaine

Constats

Timeline

Ports 24 h

Top ports

Top classifications

Heatmap attaques 7j

Chronologie des événements

Comparaison côte à côte

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