Representation Matters: An Empirical Study of Program Representations for LLM Vulnerability Reasoning

Andrew Stoltman, Johnathan Tang, Haipeng Cai

Large Language Models (LLMs) are increasingly used for automated vulnerability detection, but it remains unclear how program structure and semantics should be represented for LLM-b…