Four Ways to Deploy More Secure AI Agents | NVIDIA Technical Blog

This post details four key security controls for deploying AI agents at enterprise scale: implementing robust access controls, limiting code execution capabilities, enforcing a default-deny network egress policy with least-privilege allowlists, and keeping secrets out of the agent's reach. It highlights the limitations of prompt-based and LLM-as-a-judge defenses against adversarial techniques and emphasizes the need for deterministic architectural controls.