How Effective Are Neural Networks for Fixing Security Vulnerabilities

Yi Wu, Nan Jiang, Hung Viet Pham +5

Security vulnerability repair is a difficult task that is in dire need of automation. Two groups of techniques have shown promise: (1) large code language models (LLMs) that have b…