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log_id,timestamp,source_ip,destination_resource,access_method,mfa_status,request_risk_score,identity_assurance_level,action_taken,threat_category
LOG-101,2026-01-09T09:12:45Z,192.168.1.45,HR_Database,SAML_v2,Verified,0.12,3,Authorized,None
LOG-102,2026-01-09T09:14:12Z,10.0.4.122,Financial_API,OAuth_Bearer,Verified,0.08,3,Authorized,None
LOG-103,2026-01-09T09:15:33Z,172.16.0.8,Admin_Panel,SSH_Keys,Failed,0.85,1,Blocked,Credential_Stuffing
LOG-104,2026-01-09T09:17:01Z,192.168.1.45,AWS_S3_Bucket,IAM_Role,Verified,0.15,3,Authorized,None
LOG-105,2026-01-09T09:20:55Z,45.22.11.84,Internal_Wiki,SAML_v2,Verified,0.42,2,Challenged,Impossible_Travel
LOG-106,2026-01-09T09:22:18Z,10.0.4.55,Source_Code_Repo,SSH_Keys,Verified,0.05,3,Authorized,None
LOG-107,2026-01-09T09:25:40Z,172.16.0.42,R&D_Server,TLS_Cert,Verified,0.11,3,Authorized,None
LOG-108,2026-01-09T09:28:12Z,192.168.1.15,Email_Relay,SMTP_Auth,None,0.68,1,Blocked,Unauthenticated_Access
LOG-109,2026-01-09T09:30:05Z,10.0.2.14,CRM_Platform,OAuth_Bearer,Verified,0.09,3,Authorized,None
LOG-110,2026-01-09T09:33:44Z,8.8.8.8,DNS_Server,UDP_53,None,0.92,0,Blocked,DNS_Tunneling
LOG-111,2026-01-09T09:35:21Z,192.168.1.45,HR_Database,SAML_v2,Verified,0.14,3,Authorized,None
LOG-112,2026-01-09T09:38:12Z,10.0.4.122,Payroll_System,OAuth_Bearer,Verified,0.07,3,Authorized,None
LOG-113,2026-01-09T09:40:55Z,172.16.5.11,Backup_Storage,TLS_Cert,Verified,0.18,3,Authorized,None
LOG-114,2026-01-09T09:42:30Z,192.168.5.88,Guest_Wifi,Portal_Auth,None,0.55,1,Limited_Access,Suspicious_Domain
LOG-115,2026-01-09T09:45:18Z,10.0.4.55,Source_Code_Repo,SSH_Keys,Verified,0.06,3,Authorized,None
LOG-116,2026-01-09T09:48:40Z,203.0.113.5,VPN_Gateway,IKEv2,Verified,0.48,2,Challenged,Anomalous_Geo
LOG-117,2026-01-09T09:50:12Z,192.168.1.22,Print_Server,IPP,None,0.12,2,Authorized,None
LOG-118,2026-01-09T09:52:55Z,10.0.4.122,Financial_API,OAuth_Bearer,Verified,0.09,3,Authorized,None
LOG-119,2026-01-09T09:55:01Z,172.16.0.8,Admin_Panel,SSH_Keys,Verified,0.11,3,Authorized,None
LOG-120,2026-01-09T09:58:33Z,5.5.5.5,Public_Web_Server,HTTPS,None,0.72,0,Blocked,SQL_Injection_Attempt
LOG-121,2026-01-09T10:01:45Z,192.168.1.45,AWS_S3_Bucket,IAM_Role,Verified,0.16,3,Authorized,None
LOG-122,2026-01-09T10:04:12Z,10.0.4.55,Source_Code_Repo,SSH_Keys,Verified,0.04,3,Authorized,None
LOG-123,2026-01-09T10:06:40Z,172.16.0.42,R&D_Server,TLS_Cert,Verified,0.10,3,Authorized,None
LOG-124,2026-01-09T10:09:12Z,192.168.1.15,Email_Relay,SMTP_Auth,Verified,0.15,3,Authorized,None
LOG-125,2026-01-09T10:11:55Z,10.0.2.14,CRM_Platform,OAuth_Bearer,Verified,0.08,3,Authorized,None
LOG-126,2026-01-09T10:14:33Z,45.22.11.84,Internal_Wiki,SAML_v2,Verified,0.45,2,Authorized,None
LOG-127,2026-01-09T10:17:18Z,10.0.4.55,Source_Code_Repo,SSH_Keys,Verified,0.07,3,Authorized,None
LOG-128,2026-01-09T10:20:40Z,172.16.5.11,Backup_Storage,TLS_Cert,Verified,0.19,3,Authorized,None
LOG-129,2026-01-09T10:22:55Z,192.168.1.22,Print_Server,IPP,None,0.13,2,Authorized,None
LOG-130,2026-01-09T10:25:12Z,10.0.4.122,Payroll_System,OAuth_Bearer,Verified,0.09,3,Authorized,None
LOG-131,2026-01-09T10:28:44Z,172.16.0.8,Admin_Panel,SSH_Keys,Verified,0.12,3,Authorized,None |