NetInspector: LLM false negatives in network security policy enforcement

Mon, 21 Sep 2026 18:11:48 +0000

Engineer — Learn: Research finding that fine-tuned LLMs exhibit false negative rates when validating proposed network intents against security policy — a design-relevant caution for teams evaluating LLM-based network automation or IBN tooling.
SOC/IR — Skip
Leader — Learn: Early evidence that LLM agents used for network policy automation can silently miss policy violations; useful context when evaluating AI-assisted infrastructure governance or setting guardrails for agentic tooling adoption.

Network-Policy on CuraSec