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AI Risk

Training & validation data

"This is the risk posed by the choice of data used for training and validation."

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AI Risk7. AI System Safety, Failures, & Limitations7.0 > AI system safety, failures, & limitations1 - Pre-deployment

Record summary

A quick snapshot of what this page covers.

Techniques0Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain7. AI System Safety, Failures, & LimitationsThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain7. AI System Safety, Failures, & Limitations
Subdomain7.0 > AI system safety, failures, & limitations
Entity1 - Human
Intent3 - Other
Timing1 - Pre-deployment
CategoryFirst-Order Risks
SubcategoryTraining & validation data

Related techniques

Attack methods connected to this risk.

No linked attack methods. No AI attack method is connected to this risk in the current data.

Suggested mitigations

Defenses that may help with related attacks.

No propagated mitigations. No defense is available through the connected attack methods.

Source

Research source for this risk, when available.