Record summary
A quick snapshot of what this page covers.
Techniques1Attack methods connected to this risk.
Mitigations6Defenses 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
Subdomain2.2 > AI system security vulnerabilities and attacks
Entity1 - Human
Intent1 - Intentional
Timing2 - Post-deployment
CategoryInference risks (Privacy)
SubcategoryMembership inference attack
Suggested mitigations
Defenses that may help with related attacks.
Limit Model Artifact Release
Business and Data UnderstandingDeployment
Control Access to AI Models and Data at Rest
Business and Data UnderstandingData Preparation+2 more
Sanitize Training Data
Business and Data UnderstandingData Preparation+1 more
Validate AI Model
ML Model EvaluationMonitoring and Maintenance
AI Bill of Materials
Business and Data UnderstandingData Preparation+1 more
Maintain AI Dataset Provenance
Data PreparationBusiness and Data Understanding
Source
Research source for this risk, when available.
Included resource
AI Risk Atlas
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.