Record summary
A quick snapshot of what this page covers.
Techniques5Attack methods connected to this risk.
Mitigations9Defenses that may help with related attacks.
Domain1. Discrimination & ToxicityThe broad risk area this belongs to.
Risk profile
How this risk is described and categorized.
Domain1. Discrimination & Toxicity
Subdomain1.1 > Unfair discrimination and misrepresentation
Entity2 - AI
Intent2 - Unintentional
Timing2 - Post-deployment
CategoryNegative impacts of AI use
SubcategoryDiscrimination, toxicity, and bias
Suggested mitigations
Defenses that may help with related attacks.
AI Telemetry Logging
DeploymentMonitoring and Maintenance
Privileged AI Agent Permissions Configuration
Deployment
Single-User AI Agent Permissions Configuration
Deployment
AI Agent Tools Permissions Configuration
Deployment
Segmentation of AI Agent Components
DeploymentBusiness and Data Understanding
Passive AI Output Obfuscation
DeploymentML Model Evaluation
Restrict Number of AI Model Queries
Business and Data UnderstandingDeployment+1 more
Control Access to AI Models and Data at Rest
Business and Data UnderstandingData Preparation+2 more
Control Access to AI Models and Data in Production
DeploymentMonitoring and Maintenance
Source
Research source for this risk, when available.
Included resource
Ten Hard Problems in Artificial Intelligence We Must Get Right
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.