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Least-Privilege Access

Least-privilege access is a security principle that grants users, applications, and systems only the minimum permissions required to perform their specific functions. In AI governance, this principle is critical for limiting access to sensitive training data, model weights, and inference systems to reduce the risk of unauthorized use or data breaches. Implementing least-privilege controls helps organizations maintain audit trails, prevent insider threats, and ensure compliance with regulations like GDPR and HIPAA that mandate data protection safeguards.

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