How to secure AI agents across the stack

NVIDIA argues that agent security starts with defined requirements, enforced access controls, clear ownership and evidence that safeguards work. Agents using tools make these principles more urgent.

The practical principle is least privilege: do not give an agent every file or service when it needs only a narrow task. Observe actions and outputs, and test unusual cases before connecting sensitive systems.

This is NVIDIA’s engineering guidance, not a certification that any particular product is secure. Review your own project requirements and threat model before deployment.