Multi-role Consensus through LLMs Discussions for Vulnerability Detection

21 March 2024

Papers citing "Multi-role Consensus through LLMs Discussions for Vulnerability Detection"

8 / 8 papers shown

Title
CodeVisionary: An Agent-based Framework for Evaluating Large Language Models in Code Generation Xinchen Wang Pengfei Gao Chao Peng Ruida Hu Cuiyun Gao ELM 31 0 0 18 Apr 2025
Automated detection of atomicity violations in large-scale systems Hang He Yixing Luo Chengcheng Wan Ting Su Haiying Sun G. Pu 55 0 0 01 Apr 2025
A Contemporary Survey of Large Language Model Assisted Program Analysis Jiayimei Wang Tao Ni Wei-Bin Lee Qingchuan Zhao 49 5 0 05 Feb 2025
Training Language Models to Win Debates with Self-Play Improves Judge Accuracy Samuel Arnesen David Rein Julian Michael ELM 33 3 0 25 Sep 2024
Large Language Model-Based Agents for Software Engineering: A Survey Junwei Liu Kaixin Wang Yixuan Chen Xin Peng Zhenpeng Chen Lingming Zhang Yiling Lou AI4CE LLMAG LM&Ro 42 37 0 04 Sep 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 42 36 0 06 May 2024
Reinforcement Learning from Multi-role Debates as Feedback for Bias Mitigation in LLMs Ruoxi Cheng Haoxuan Ma Shuirong Cao Jiaqi Li Aihua Pei Zhiqiang Wang Pengliang Ji Haoyu Wang Jiaqi Huo AI4CE 29 6 0 15 Apr 2024
Chain-of-Thought Prompting of Large Language Models for Discovering and Fixing Software Vulnerabilities Yu Nong Mohammed Aldeen Long Cheng Hongxin Hu Feng Chen Haipeng Cai LRM 26 27 0 27 Feb 2024