Record summary
A quick snapshot of what this page covers.
Techniques4Attack methods connected to this risk.
Mitigations9Defenses 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 (Robustness)
SubcategoryEvasion attack
Suggested mitigations
Defenses that may help with related attacks.
Model Hardening
Data PreparationML Model Engineering
Use Ensemble Methods
ML Model Engineering
Use Multi-Modal Sensors
Business and Data UnderstandingData Preparation+1 more
Input Restoration
Data PreparationML Model Evaluation+2 more
Adversarial Input Detection
Data PreparationML Model Engineering+3 more
Deepfake Detection
DeploymentMonitoring and Maintenance+2 more
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
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.