How to meet it
OWASP AISVS v1.01
Monitoring, Logging & Anomaly Detection · Model, Data, and Performance Drift Detection
Track hallucination rate over time
Verify that hallucination rates are tracked as continuous time-series metrics to enable trend analysis and detection of sustained model degradation.
OWASP AISVS v1.01, requirement 12.3.3
In plain English
Track hallucination rates over time so a steady decline in quality is visible.
What good looks like
- Rates are recorded continuously.
- Trends are visible on a dashboard.
- Sustained increases trigger review.
How teams usually do it
- Feeding detector results into your metrics system as a time series.
Evidence an auditor would accept
- The dashboard and alert rules.
Common mistakes
- Looking at single numbers with no trend.
Not sure which requirements apply to your system? Take the assessment.
Requirement text from the OWASP AI Security Verification Standard, licensed under CC BY-SA 4.0. This guidance is shared under the same licence.