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Least privilege for AI agents: Identity, access, and tool binding

ID: c9802f61-9107-55f7-80e8-945ed8b5179c

STIX ID: report--c9802f61-9107-55f7-80e8-945ed8b5179c

Feed Name: Microsoft Security

Date Published: 2026-07-16

Date Updated: 2026-07-16

Author: Yesenia Yser and Toby Kohlenberg

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This guidance describes the security risks of deploying autonomous AI agents without proper identity and authorization controls and provides practical recommendations: treat each agent as a first-class principal with a dedicated lifecycle-managed identity, apply task-scoped least-privilege RBAC, enforce controlled tool access and allowlists, use just-in-time elevation for high-impact actions, and implement comprehensive end-to-end auditing and revocation testing to preserve accountability and reduce unintended impact.

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