NVIDIA outlines an engineering approach to AI agent security, emphasizing that protection requires enforceable controls across the full agent stack—models, harnesses, runtime environments and infrastructure.

The company describes security responsibilities at each layer, including identity management, access control, sandboxed execution and audit logging, and introduces OpenShell, an open-source secure runtime that enforces policies outside the agent's reach while governing access to data, network and system resources.