PromptRiskDBThreat intelligence atlas
AI Risk

Generative AI Outputs

Generative AI tools may inadvertently share personal information about someone or someone’s business or may include an element of a person from a photo. Particularly, companies concerned about their trade secrets being integrated into the model from their employees have explicitly banned their employees from using it.

View related techniquesRead profile
AI Risk2. Privacy & Security2.1 > Compromise of privacy by leaking or correctly inferring sensitive information2 - Post-deployment

Record summary

A quick snapshot of what this page covers.

Techniques9Attack methods connected to this risk.
Mitigations19Defenses 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
Subdomain2.1 > Compromise of privacy by leaking or correctly inferring sensitive information
Entity2 - AI
Intent2 - Unintentional
Timing2 - Post-deployment
CategoryOpaque Data Collection
SubcategoryGenerative AI Outputs

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

AI Telemetry Logging

DeploymentMonitoring and Maintenance
LifecycleDeployment + 1 moreCategoryTechnical - Cyber

Verify AI Artifacts

Business and Data UnderstandingData Preparation+1 more
LifecycleBusiness and Data Understanding + 2 moreCategoryTechnical - Cyber

Generative AI Guardrails

ML Model EngineeringML Model Evaluation+1 more
LifecycleML Model Engineering + 2 moreCategoryTechnical - ML

AI Bill of Materials

Business and Data UnderstandingData Preparation+1 more
LifecycleBusiness and Data Understanding + 2 moreCategoryPolicy

Code Signing

Deployment
LifecycleDeploymentCategoryTechnical - Cyber

Vulnerability Scanning

ML Model EngineeringData Preparation
LifecycleML Model Engineering + 1 moreCategoryTechnical - Cyber

User Training

Business and Data UnderstandingData Preparation+4 more
LifecycleBusiness and Data Understanding + 5 moreCategoryPolicy

Source

Research source for this risk, when available.