How Far Have We Gone in Vulnerability Detection Using Large Language
Models

How Far Have We Gone in Vulnerability Detection Using Large Language Models

21 November 2023

Papers citing "How Far Have We Gone in Vulnerability Detection Using Large Language Models"

13 / 13 papers shown

Title
Large Language Model (LLM) for Software Security: Code Analysis, Malware Analysis, Reverse Engineering Hamed Jelodar Samita Bai Parisa Hamedi Hesamodin Mohammadian R. Razavi-Far Ali Ghorbani 34 0 0 07 Apr 2025
Bugdar: AI-Augmented Secure Code Review for GitHub Pull Requests John Naulty Eason Chen Joy Wang George Digkas K. Chalkias 40 0 0 21 Mar 2025
Vulnerability Detection: From Formal Verification to Large Language Models and Hybrid Approaches: A Comprehensive Overview Norbert Tihanyi Tamás Bisztray M. Ferrag Bilel Cherif Richard A. Dubniczky Ridhi Jain Lucas C. Cordeiro 35 0 0 13 Mar 2025
Unmasking the Shadows: Pinpoint the Implementations of Anti-Dynamic Analysis Techniques in Malware Using LLM Haizhou Wang Nanqing Luo Xusheng Li Peng Liu 29 1 0 08 Nov 2024
Vul-RAG: Enhancing LLM-based Vulnerability Detection via Knowledge-level RAG Xueying Du Geng Zheng Kaixin Wang Jiayi Feng Wentai Deng Mingwei Liu Bihuan Chen Xin Peng Tao Ma Yiling Lou 25 29 0 17 Jun 2024
VulDetectBench: Evaluating the Deep Capability of Vulnerability Detection with Large Language Models Yu Liu Lang Gao Mingxin Yang Yu Xie Ping Chen Xiaojin Zhang Wei Chen ELM 26 3 0 11 Jun 2024
When LLMs Meet Cybersecurity: A Systematic Literature Review Jie Zhang Haoyu Bu Hui Wen Yu Chen Lun Li Hongsong Zhu 24 36 0 06 May 2024
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning Yuqiang Sun Daoyuan Wu Yue Xue Han Liu Wei Ma Lyuye Zhang Miaolei Shi Yingjiu Li ELM 76 47 0 29 Jan 2024
Understanding the Effectiveness of Large Language Models in Detecting Security Vulnerabilities Avishree Khare Saikat Dutta Ziyang Li Alaia Solko-Breslin Rajeev Alur Mayur Naik ELM 27 40 0 16 Nov 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 242 1,070 0 05 Oct 2022
VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection Hazim Hanif S. Maffeis 58 92 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,730 0 04 Mar 2022
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation Shuai Lu Daya Guo Shuo Ren Junjie Huang Alexey Svyatkovskiy ... Nan Duan Neel Sundaresan Shao Kun Deng Shengyu Fu Shujie Liu ELM 190 853 0 09 Feb 2021