Record summary
A quick snapshot of what this page covers.
Techniques1Attack methods connected to this risk.
Mitigations7Defenses that may help with related attacks.
Domainn/aThe broad risk area this belongs to.
Risk profile
How this risk is described and categorized.
Domainn/a
SubdomainX.1 > Excluded
Entity4 - Not coded
Intent4 - Not coded
Timing4 - Not coded
CategoryDirect Harm Domains (societal harm)
Subcategoryn/a
Suggested mitigations
Defenses that may help with related attacks.
Passive AI Output Obfuscation
DeploymentML Model Evaluation
Model Hardening
Data PreparationML Model Engineering
Restrict Number of AI Model Queries
Business and Data UnderstandingDeployment+1 more
Use Ensemble Methods
ML Model Engineering
Input Restoration
Data PreparationML Model Evaluation+2 more
Adversarial Input Detection
Data PreparationML Model Engineering+3 more
Control Access to AI Models and Data in Production
DeploymentMonitoring and Maintenance
Source
Research source for this risk, when available.
Included resource
Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.