Guide — Updated August 2026
How to secure Azure AI workloads — identity, networking, content safety, and governance.
AI security spans identity, networking, safety, and governance. This guide covers the controls that keep Azure AI workloads safe.
This guide covers Azure AI security: Entra ID authentication and Managed Identity (keyless), least-privilege RBAC including the new Foundry roles, Key Vault, VNet and Private Endpoints/Private Link, content safety and guardrails, Azure Policy and Microsoft Purview governance, Defender for Cloud, and audit — across Microsoft Foundry, Azure OpenAI, Azure AI Search, and Azure ML.
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