Syntax- and Compilation-Preserving Evasion of LLM Vulnerability Detectors

Luze Sun, Alina Oprea, Eric Wong

LLM-based vulnerability detectors are increasingly deployed in CI/CD security gating, yet their resilience to evasion under syntax- and compilation-preserving edits remains poorly…