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AI Risk

Unfairness and Bias

"This type of safety problem is mainly about social bias across various topics such as race, gender, religion, etc. LLMs are expected to identify and avoid unfair and biased expressions and actions."

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AI Risk1. Discrimination & Toxicity1.0 > Discrimination & Toxicity2 - Post-deployment

Record summary

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Techniques1Attack methods connected to this risk.
Mitigations0Defenses that may help with related attacks.
Domain1. Discrimination & ToxicityThe broad risk area this belongs to.

Risk profile

How this risk is described and categorized.

Domain1. Discrimination & Toxicity
Subdomain1.0 > Discrimination & Toxicity
Entity2 - AI
Intent3 - Other
Timing2 - Post-deployment
CategoryUnfairness and Bias
Subcategoryn/a

Related techniques

Attack methods connected to this risk.

Suggested mitigations

Defenses that may help with related attacks.

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

Source

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