DCVD: Dual-Channel Cross-Modal Fusion for Joint Vulnerability Detection and Localization.

arXiv:2605.11015v2 Announce Type: replace-cross Abstract: Software vulnerability detection plays a critical role in ensuring system security, where real-world auditing requires not only determining whether a function is vulnerable but also pinpointing the spec