Using CVE descriptions and manually selected code context in prompts, and combining the best prompts, GPT-4o fixed 26 of 42 Java vulnerabilities at least once, up from 19 with its baseline prompt.
Common Vulnerabilities and Exposures
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Identifying Helpful Context for LLM-based Vulnerability Repair: A Preliminary Study
Using CVE descriptions and manually selected code context in prompts, and combining the best prompts, GPT-4o fixed 26 of 42 Java vulnerabilities at least once, up from 19 with its baseline prompt.