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Practical Governance for Enterprise AI

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Compute Security

Compute security encompasses the protection of computational infrastructure, processors, and hardware against unauthorized access, malware, side-channel attacks, and other threats that could compromise data or system integrity. In enterprise AI governance, compute security is critical because AI workloads often process sensitive data and run on shared or cloud-based infrastructure where isolation and access controls must be rigorously enforced. Weak compute security can enable attackers to extract training data, manipulate model outputs, or disrupt AI systems that organizations depend on for business decisions.

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