Record summary
A quick snapshot of what this page covers.
Techniques23Attack methods connected to this risk.
Mitigations22Defenses 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)
SubcategoryPrompt injection attack
Suggested mitigations
Defenses that may help with related attacks.
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
Memory Hardening
ML Model EngineeringDeployment+1 more
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
Human In-the-Loop for AI Agent Actions
Deployment
Restrict AI Agent Tool Invocation on Untrusted Data
Deployment
Segmentation of AI Agent Components
DeploymentBusiness and Data Understanding
Input and Output Validation for AI Agent Components
Business and Data UnderstandingData Preparation+1 more
Control Access to AI Models and Data in Production
DeploymentMonitoring and Maintenance
Control Access to AI Models and Data at Rest
Business and Data UnderstandingData Preparation+2 more
Sanitize Training Data
Business and Data UnderstandingData Preparation+1 more
Validate AI Model
ML Model EvaluationMonitoring and Maintenance
Code Signing
Deployment
Maintain AI Dataset Provenance
Data PreparationBusiness and Data Understanding
Model Hardening
Data PreparationML Model Engineering
Use Ensemble Methods
ML Model Engineering
Input Restoration
Data PreparationML Model Evaluation+2 more
Adversarial Input Detection
Data PreparationML Model Engineering+3 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.