AI Governance Institute
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Minimum Privilege

Minimum privilege is a security principle requiring users and systems to operate with only the lowest level of access permissions necessary to perform their specific functions. In AI governance, this principle becomes critical for controlling model access, data handling, and algorithmic decision-making across organizations. Enforcing minimum privilege reduces the risk of unauthorized model manipulation, limits exposure to sensitive training data, and helps organizations meet compliance requirements like GDPR and regulatory standards for AI systems.

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