Record summary
A quick snapshot of what this page covers.
Techniques3Attack methods connected to this risk.
Mitigations5Defenses 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
CategoryInherent Risk
SubcategoryPrivacy - Attribute Inference Attack (AIA)
Suggested mitigations
Defenses that may help with related attacks.
Passive AI Output Obfuscation
DeploymentML Model Evaluation
Restrict Number of AI Model Queries
Business and Data UnderstandingDeployment+1 more
AI Telemetry Logging
DeploymentMonitoring and Maintenance
Control Access to AI Models and Data at Rest
Business and Data UnderstandingData Preparation+2 more
Encrypt Sensitive Information
Data PreparationML Model Engineering+1 more
Source
Research source for this risk, when available.
Included resource
A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.