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

Authors: 

Ahmed Lekssays and Hamza Mouhcine, Qatar Computing Research Institute; Khang Tran, New Jersey Institute of Technology; Ting Yu, Mohamed bin Zayed University of Artificial Intelligence; Issa Khalil, Qatar Computing Research Institute