VulExplainer: A Transformer-Based Hierarchical Distillation for Explaining Vulnerability Types
Author:
Affiliation:
1. Faculty of Information Technology, Monash University, Melbourne, Australia
Funder
ARC
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Software
Link
http://xplorestaging.ieee.org/ielx7/32/10286436/10220166.pdf?arnumber=10220166
Reference82 articles.
1. Common weakness enumeration (CWE);community,2023
2. DeepLineDP: Towards a Deep Learning Approach for Line-Level Defect Prediction
3. Reviving threshold-moving: A simple plug-in bagging ensemble for binary and multiclass imbalanced data;collell,2016
4. PyExplainer: Explaining the Predictions of Just-In-Time Defect Models
5. 2022 CWE top 25 most dangerous software weaknesses,2023
Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study;Proceedings of the 15th Asia-Pacific Symposium on Internetware;2024-07-24
2. Automatically Recommend Code Updates: Are We There Yet?;ACM Transactions on Software Engineering and Methodology;2024-07-16
3. VulnBERTa: On Automating CWE Weakness Assignment and Improving the Quality of Cybersecurity CVE Vulnerabilities Through ML/NLP;2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW);2024-07-08
4. Deep Domain Adaptation With Max-Margin Principle for Cross-Project Imbalanced Software Vulnerability Detection;ACM Transactions on Software Engineering and Methodology;2024-06-27
5. EXVul: Toward Effective and Explainable Vulnerability Detection for IoT Devices;IEEE Internet of Things Journal;2024-06-15
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3