ML Anomaly Detection

AI-powered behavioral analysis and threat detection

User Profiles

15,234

Total Anomalies

847

Confirmed

189

Precision

80.8%

Avg Confidence

87%

ANM-001Login AnomalyDETECTED

Login from unusual location; Login at unusual time

Anomaly Score85/100
Confidence92%
HIGH: Require additional authentication (2FA, security questions) before proceeding.

User ID: 12345 • 10 min ago

ANM-002Payment AnomalyINVESTIGATING

Transaction amount 4.2x higher than average

Anomaly Score78/100
Confidence88%
HIGH: Require additional authentication (2FA, security questions) before proceeding.

User ID: 67890 • 2 hours ago

ANM-003Account TakeoverCONFIRMED

Multiple sensitive account changes detected

Anomaly Score92/100
Confidence95%
CRITICAL: Immediate action required. Consider blocking access and requiring identity verification.

User ID: 11111 • 5 hours ago