Record summary
A quick snapshot of what this page covers.
Techniques4Attack methods connected to this risk.
Mitigations8Defenses 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
Timing3 - Other
CategoryLeakage
SubcategoryProprietary data
Suggested mitigations
Defenses that may help with related attacks.
Validate AI Model
ML Model EvaluationMonitoring and Maintenance
Generative AI Guardrails
ML Model EngineeringML Model Evaluation+1 more
Generative AI Guidelines
ML Model EngineeringML Model Evaluation+1 more
Generative AI Model Alignment
ML Model EngineeringML Model Evaluation+1 more
Control Access to AI Models and Data at Rest
Business and Data UnderstandingData Preparation+2 more
Verify AI Artifacts
Business and Data UnderstandingData Preparation+1 more
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
Emerging Risks and Mitigations for Public Chatbots: LILAC v1
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.