Record summary
A quick snapshot of what this page covers.
Techniques1Attack methods connected to this risk.
Mitigations5Defenses that may help with related attacks.
Domain7. AI System Safety, Failures, & LimitationsThe broad risk area this belongs to.
Risk profile
How this risk is described and categorized.
Domain7. AI System Safety, Failures, & Limitations
Subdomain7.2 > AI possessing dangerous capabilities
Entity1 - Human
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryModel Development
SubcategoryFine-tuning related (Unexpected competence in fine-tuned versions of the upstream model)
Suggested mitigations
Defenses that may help with related attacks.
Control Access to AI Models and Data at Rest
Business and Data UnderstandingData Preparation+2 more
Use Ensemble Methods
ML Model Engineering
Validate AI Model
ML Model EvaluationMonitoring and Maintenance
Code Signing
Deployment
AI Model Distribution Methods
Deployment
Source
Research source for this risk, when available.
Included resource
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.
