AI-powered anomaly detection with behavioral analysis, pattern recognition, and cross-event correlation.

Anomalies Detected

Last 30 days

Active

Require investigation

Resolved

Successfully mitigated

AI Confidence Avg

Detection accuracy

Anomaly Timeline (Severity Distribution)

Detected Anomalies

Status

Timestamp	Type	Description	Confidence	Severity	Status	Actions
2026-07-31 14:40	Brute Force	847 failed login attempts from single IP in 60 seconds targeting /api/auth/login	97%	Critical	Active
2026-07-31 11:40	Data Exfiltration	Unusual outbound data transfer of 2.3 GB from database server to external endpoint	89%	High	Investigating
2026-07-31 07:40	Privilege Escalation	Developer account elevated to Admin role through direct database manipulation	92%	High	Active
2026-07-30 15:40	Unusual Access	Admin login from new geographic location (Lagos, Nigeria) with valid credentials	75%	Medium	Resolved	No actions
2026-07-29 15:40	Config Change	Security scan policy modified - critical severity threshold raised from 7.0 to 9.0	81%	Medium	Active
2026-07-28 15:40	Brute Force	Elevated failed SSH connection attempts to scan worker nodes (45 attempts in 10 minutes)	62%	Low	Resolved	No actions
2026-07-27 15:40	Data Exfiltration	Unusual volume of API responses containing PII fields to single client session	72%	Medium	Dismissed	No actions
2026-07-26 15:40	Unusual Access	Service account accessed 47 endpoints outside its defined scope in 3 minutes	89%	High	Resolved	No actions