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# **Principles of OWASP AI Testing**
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# **1.1 Principles of OWASP AI Testing**
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Effective AI testing is built upon four macro domains: Security, Privacy, Responsible AI, and Trustworthy AI Systems. We chose these four core domains because they collectively address the full range of AI risks. Security ensures resilience against adversarial and infrastructure threats. Privacy prevents unintended data exposure and inference attacks. Responsible AI focuses on ethical behavior and fairness, guarding against bias and misuse. Trustworthy AI Systems maintain ongoing confidence through explainability, stability, and governance alignment. Together, they form a comprehensive framework for validating, controlling, and sustaining safe and reliable AI deployments. Each domain includes key principles that guide the evaluation of modern AI applications.
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