Record summary
A quick snapshot of what this page covers.
Techniques4Attack methods connected to this risk.
Mitigations7Defenses that may help with related attacks.
Domain2. Privacy & SecurityThe broad risk area this belongs to.
Risk profile
How this risk is described and categorized.
Domain2. Privacy & Security
Subdomain2.1 > Compromise of privacy by leaking or correctly inferring sensitive information
Entity2 - AI
Intent2 - Unintentional
Timing2 - Post-deployment
CategorySecond-Order Risks
SubcategoryPrivacy
Suggested mitigations
Defenses that may help with related attacks.
Restrict Library Loading
Deployment
Verify AI Artifacts
Business and Data UnderstandingData Preparation+1 more
Vulnerability Scanning
ML Model EngineeringData Preparation
User Training
Business and Data UnderstandingData Preparation+4 more
AI Bill of Materials
Business and Data UnderstandingData Preparation+1 more
Control Access to AI Models and Data at Rest
Business and Data UnderstandingData Preparation+2 more
Maintain AI Dataset Provenance
Data PreparationBusiness and Data Understanding
Source
Research source for this risk, when available.
Included resource
The Risks of Machine Learning Systems
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.