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Microsoft Counterfit

Counterfit is an open-source automated red-teaming toolkit for AI, enabling stress tests for adversarial attacks, vulnerabilities, and unsafe behaviors.

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AIF360 (AI Fairness 360)

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WhyLabs Bias Monitoring

WhyLabs monitors dataset bias, feature drift, and demographic representation to ensure ethical and fair AI model behavior.

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