Cheap to Hypothesize, Costly to Verify: The Defense Surface of Agentic Vulnerability Discovery.

arXiv:2609.35909v4 Announce Type: replace-cross Abstract: Autonomous LLM agents turn vulnerability discovery into a repository-scale search: they generate many vulnerability hypotheses but can verify only a subset under a finite budget. We show that autonomous