DeepCVA: Automated Commit-level Vulnerability Assessment with Deep
Multi-task Learning

DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning

18 August 2021

Muhammad Ali Babar

Papers citing "DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning"

16 / 16 papers shown

Title
Improving the Context Length and Efficiency of Code Retrieval for Tracing Security Vulnerability Fixes Xueqing Liu Jiangrui Zheng Guanqun Yang Siyan Wen Qiushi Liu 53 0 0 29 Mar 2025
LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations Ziyang Ye T. H. Le Muhammad Ali Babar 83 0 0 04 Feb 2025
EvalSVA: Multi-Agent Evaluators for Next-Gen Software Vulnerability Assessment Xin-Cheng Wen Jiaxin Ye Cuiyun Gao Lianwei Wu Qing Liao 42 1 0 28 Jan 2025
A Survey of Source Code Representations for Machine Learning-Based Cybersecurity Tasks B.K. Casey Joanna C. S. Santos George Perry 63 5 0 15 Mar 2024
AIBugHunter: A Practical Tool for Predicting, Classifying and Repairing Software Vulnerabilities Michael Fu Chakkrit Tantithamthavorn Trung Le Yukinori Kume Van Nguyen Dinh Q. Phung John C. Grundy 45 30 0 26 May 2023
Multi-Granularity Detector for Vulnerability Fixes Truong-Giang Nguyen Thanh Le-Cong Hong Jin Kang Ratnadira Widyasari Chengran Yang ... Jiayuan Zhou Xin Xia A. Hassan X. Le David Lo 17 16 0 23 May 2023
CCRep: Learning Code Change Representations via Pre-Trained Code Model and Query Back Zhongxin Liu Zhijie Tang Xin Xia Xiaohu Yang SSL 27 21 0 08 Feb 2023
Detecting Security Patches via Behavioral Data in Code Repositories Nitzan Farhi Noam Koenigstein Y. Shavitt 25 1 0 04 Feb 2023
Nimbus: Toward Speed Up Function Signature Recovery via Input Resizing and Multi-Task Learning Yi Qian Ligeng Chen Yuyang Wang Bing Mao 34 0 0 08 Nov 2022
VulCurator: A Vulnerability-Fixing Commit Detector Truong-Giang Nguyen Thanh Le-Cong Hong Jin Kang X. Le David Lo 30 20 0 07 Sep 2022
An Investigation into Inconsistency of Software Vulnerability Severity across Data Sources Roland Croft M. Babar Li Li 23 18 0 20 Dec 2021
Automated Security Assessment for the Internet of Things Xuanyu Duan Mengmeng Ge T. H. Le Faheem Ullah Shang Gao Xuequan Lu M. Babar 55 19 0 09 Sep 2021
A Survey on Data-driven Software Vulnerability Assessment and Prioritization T. H. Le Huaming Chen Muhammad Ali Babar 24 79 0 18 Jul 2021
Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges T. H. Le Hao Chen Muhammad Ali Babar VLM 64 152 0 13 Feb 2020
Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning S. Raschka 83 766 0 13 Nov 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,373 0 25 Aug 2014