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Practical Governance for Enterprise AI

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Privacy Breach

A privacy breach is an unauthorized access, disclosure, or loss of personal or sensitive data that violates an individual's privacy rights or regulatory requirements. In AI governance, privacy breaches are critical compliance risks because AI systems often process large volumes of personal information, and any unauthorized exposure can trigger mandatory incident reporting, fines under regulations like GDPR or CCPA, and severe reputational damage. Organizations must implement data protection controls, access management, and incident response procedures to detect and mitigate breaches involving AI systems and training datasets.

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