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AI Risk

Improper data curation

"Improper collection and preparation of training or tuning data includes data label errors and by using data with conflicting information or misinformation."

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AI Risk7. AI System Safety, Failures, & Limitations7.3 > Lack of capability or robustness1 - Pre-deployment

Record summary

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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

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Domain7. AI System Safety, Failures, & Limitations
Subdomain7.3 > Lack of capability or robustness
Entity1 - Human
Intent2 - Unintentional
Timing1 - Pre-deployment
CategoryTraining Data Risks (Value alignment)
SubcategoryImproper data curation

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

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

Source

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