SA2Pat: enhancing binary security patch function localization via security advisory-guided LLMs
SA2Pat (Security Advisory to Patch), a framework that accurately localizes security patches by learning from patterns in historical vulnerability fixes, is proposed, and a fine-tuned SecureBERT model is employed to predict the likely CWE ID, ensuring that the input information remains complete.