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AI Risk

Unrepresentative risk testing

"Testing is unrepresentative when the test inputs are mismatched with the inputs that are expected during deployment."

AI Risk6. Socioeconomic and Environmental6.5 > Governance failure1 - 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.
Domain6. Socioeconomic and EnvironmentalThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain6. Socioeconomic and Environmental
Subdomain6.5 > Governance failure
Entity1 - Human
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryNon-technical risks (Governance)
SubcategoryUnrepresentative risk testing

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.