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AI Risk

Data Protection/Privacy

"Vulnerable channel by which personal information may be accessed. The user may want their personal data to be kept private."

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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.

Techniques8Attack methods connected to this risk.
Mitigations6Defenses 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
Entity1 - Human
Intent2 - Unintentional
Timing2 - Post-deployment
CategoryData Protection/Privacy
Subcategoryn/a

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

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

AI Bill of Materials

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

Verify AI Artifacts

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

Source

Research source for this risk, when available.