V
VernisOS
AI Engine

Anomaly Detection

The anomaly detection module monitors all system activity in real-time, flagging unusual behavior patterns using statistical analysis and trust scoring.

ai_status — Check Status

Displays the current AI engine status including active modules and recent detections:

text
> ai_status
AI Engine: ACTIVE
Modules:   6/6 loaded
Uptime:    00:14:32

Anomaly Detection:
  Scanning:     ON
  Processes:    12 monitored
  Detections:   0 anomalies
  Last scan:    3s ago

Trust Scores:
  kernel     100% ████████████████████
  shell       98% ██████████████████░░
  vernisfs    97% ██████████████████░░
  ai_engine  100% ████████████████████

ai_scan — Full System Scan

Triggers a comprehensive scan of all processes, files, and modules:

text
> ai_scan
Starting full system scan...

Scanning processes:     12/12 ✓
Scanning files:         24/24 ✓
Scanning modules:        6/6  ✓
Checking IPC traffic:    OK
Memory pattern analysis: OK
Behavioral analysis:     OK

Result: No anomalies detected.
Scan completed in 0.8s

Trust Scoring Algorithm

Each process receives a trust score from 0-100% based on behavioral history:

90-100%Trusted

Normal behavior, no anomalies detected

70-89%Monitor

Minor irregularities detected, watching closely

50-69%Suspicious

Unusual patterns detected, restricting capabilities

0-49%Hostile

Critical anomalies — process quarantined