LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models

Ahmed Lekssays, Hamza Mouhcine, Khang Tran +2

Software vulnerabilities present a persistent security challenge, with over 25,000 new vulnerabilities reported in the Common Vulnerabilities and Exposures (CVE) database in 2024 a…