CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software

19 July 2021

Leon Moonen

Papers citing "CVEfixes: Automated Collection of Vulnerabilities and Their Fixes from Open-Source Software"

39 / 39 papers shown

Title
Synthetic Code Surgery: Repairing Bugs and Vulnerabilities with LLMs and Synthetic Data David de-Fitero-Dominguez Antonio Garcia-Cabot Eva García-López SyDa 61 0 0 12 May 2025
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
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
CASTLE: Benchmarking Dataset for Static Code Analyzers and LLMs towards CWE Detection Richard A. Dubniczky Krisztofer Zoltán Horvát Tamás Bisztray M. Ferrag Lucas C. Cordeiro Norbert Tihanyi 40 1 0 12 Mar 2025
R+R: Security Vulnerability Dataset Quality Is Critical Anurag Swarnim Yadav Joseph N. Wilson AAML 47 0 0 09 Mar 2025
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol Roham Koohestani Philippe de Bekker M. Izadi VLM 45 0 0 07 Mar 2025
Generative AI for Internet of Things Security: Challenges and Opportunities Yan Lin Aung Ivan Christian Ye Dong Xiaodong Ye Sudipta Chattopadhyay Jianying Zhou 54 1 0 13 Feb 2025
SoK: Towards Effective Automated Vulnerability Repair Ying Li Faysal hossain shezan Bomin wei Gang Wang Yuan Tian 112 1 0 31 Jan 2025
MVD: A Multi-Lingual Software Vulnerability Detection Framework Boyu Zhang T. H. Le M. Babar 72 0 0 09 Dec 2024
Fixing Security Vulnerabilities with AI in OSS-Fuzz Yuntong Zhang Jiawei Wang Dominic Berzin Martin Mirchev Dongge Liu Abhishek Arya Oliver Chang Abhik Roychoudhury 23 1 0 03 Nov 2024
ANVIL: Anomaly-based Vulnerability Identification without Labelled Training Data Weizhou Wang Eric Liu Xiangyu Guo Xiao Hu Ilya Grishchenko David Lie 28 1 0 28 Aug 2024
From Generalist to Specialist: Exploring CWE-Specific Vulnerability Detection Syafiq Al Atiiq Christian Gehrmann Kevin Dahlén Karim Khalil 21 1 0 05 Aug 2024
Automatic Data Labeling for Software Vulnerability Prediction Models: How Far Are We? Triet Huynh Muhammad Ali Babar 28 2 0 25 Jul 2024
Automated Code-centric Software Vulnerability Assessment: How Far Are We? An Empirical Study in C/C++ Anh The Nguyen T. H. Le Muhammad Ali Babar 34 2 0 24 Jul 2024
SCoPE: Evaluating LLMs for Software Vulnerability Detection José Gonccalves Tiago Dias Eva Maia Isabel Praça 34 5 0 19 Jul 2024
MegaVul: A C/C++ Vulnerability Dataset with Comprehensive Code Representation Chao Ni Liyu Shen Xiaohu Yang Yan Zhu Shaohua Wang 16 13 0 18 Jun 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning Xiaohu Du Ming Wen Jiahao Zhu Zifan Xie Bin Ji Huijun Liu Xuanhua Shi Hai Jin 34 14 0 06 Jun 2024
Software Vulnerability Prediction in Low-Resource Languages: An Empirical Study of CodeBERT and ChatGPT T. H. Le Muhammad Ali Babar Tung Hoang Thai 27 7 0 26 Apr 2024
Vulnerability Detection with Code Language Models: How Far Are We? Yangruibo Ding Yanjun Fu Omniyyah Ibrahim Chawin Sitawarin Xinyun Chen Basel Alomair David A. Wagner Baishakhi Ray Yizheng Chen AAML 41 43 0 27 Mar 2024
Coca: Improving and Explaining Graph Neural Network-Based Vulnerability Detection Systems Sicong Cao Xiaobing Sun Xiaoxue Wu David Lo Lili Bo Bin Li Wei Liu AAML 27 12 0 26 Jan 2024
ReposVul: A Repository-Level High-Quality Vulnerability Dataset Xinchen Wang Ruida Hu Cuiyun Gao Xinjie Wen Yujia Chen Qing Liao 22 16 0 24 Jan 2024
On the Effectiveness of Function-Level Vulnerability Detectors for Inter-Procedural Vulnerabilities Zhen Li Ning Wang Deqing Zou Yating Li Ruqian Zhang Shouhuai Xu Chao Zhang Hai Jin 22 7 0 18 Jan 2024
Your Instructions Are Not Always Helpful: Assessing the Efficacy of Instruction Fine-tuning for Software Vulnerability Detection Imam Nur Bani Yusuf Lingxiao Jiang AAML 46 3 0 15 Jan 2024
Enhanced Automated Code Vulnerability Repair using Large Language Models David de-Fitero-Dominguez Eva García-López Antonio Garcia-Cabot J. Martínez-Herráiz 19 11 0 08 Jan 2024
sec-certs: Examining the security certification practice for better vulnerability mitigation Adam Janovsky Jan Jancar P. Švenda Lukasz Chmielewski Jiri Michalik Vashek Matyás 22 3 0 29 Nov 2023
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
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We? Michael Fu C. Tantithamthavorn Van Nguyen Trung Le SILM ELM 30 59 0 15 Oct 2023
Automated Bug Generation in the era of Large Language Models Ali Reza Ibrahimzada Yang Chen Ryan Rong Reyhaneh Jabbarvand 24 3 0 03 Oct 2023
Exploring Security Commits in Python Shiyu Sun Shu Wang Xinda Wang Yunlong Xing Elisa Zhang Kun Sun 27 1 0 21 Jul 2023
How Effective Are Neural Networks for Fixing Security Vulnerabilities Yi Wu Nan Jiang H. Pham Thibaud Lutellier Jordan Davis Lin Tan Petr Babkin Sameena Shah AAML 19 78 0 29 May 2023
AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities Michael Fu C. Tantithamthavorn Trung Le Yukinori Kume Van Nguyen Dinh Q. Phung John C. Grundy 37 30 0 26 May 2023
Vulnerability Detection Using Two-Stage Deep Learning Models Mohamed Mjd Alhafi Mohammad Hammade Khloud Al Jallad 17 1 0 08 May 2023
The EarlyBIRD Catches the Bug: On Exploiting Early Layers of Encoder Models for More Efficient Code Classification Anastasiia Grishina Max Hort Leon Moonen 22 6 0 08 May 2023
DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection Yizheng Chen Zhoujie Ding Lamya Alowain Xinyun Chen David A. Wagner AAML 15 124 0 01 Apr 2023
Vulnerability Mimicking Mutants Aayush Garg Renzo Degiovanni Mike Papadakis Yves Le Traon 14 3 0 07 Mar 2023
Large Language Models for Code: Security Hardening and Adversarial Testing Jingxuan He Martin Vechev ELM AAML 13 108 0 10 Feb 2023
AutoMESC: Automatic Framework for Mining and Classifying Ethereum Smart Contract Vulnerabilities and Their Fixes M. Soud I. Qasse Grischa Liebel Mohammad Hamdaqa 9 6 0 20 Dec 2022
Enabling Automatic Repair of Source Code Vulnerabilities Using Data-Driven Methods Anastasiia Grishina 39 7 0 07 Feb 2022
Neural Transfer Learning for Repairing Security Vulnerabilities in C Code Zimin Chen Steve Kommrusch Monperrus Martin 16 114 0 16 Apr 2021