The importance of accounting for real-world labelling when predicting software vulnerabilities

Author:

Jimenez Matthieu1,Rwemalika Renaud1,Papadakis Mike1,Sarro Federica2,Le Traon Yves1,Harman Mark3

Affiliation:

1. University of Luxembourg, Luxembourg

2. University College London, UK

3. University College London, UK / Facebook, UK

Funder

European Research Council

Fonds National de la Recherche Luxembourg

Publisher

ACM

Reference48 articles.

1. {n. d.}. Bug in OpenSSL opens two-thirds of the Web to eavesdropping. ({n. d.}). http://arstechnica.com/security/2014/04/critical-crypto-bug-in-opensslopens-two-thirds-of-the-web-to-eavesdropping/ {n. d.}. Bug in OpenSSL opens two-thirds of the Web to eavesdropping. ({n. d.}). http://arstechnica.com/security/2014/04/critical-crypto-bug-in-opensslopens-two-thirds-of-the-web-to-eavesdropping/

2. {n. d.}. Definition of vulnerability. ({n. d.}). https://cve.mitre.org/about/ terminology.html {n. d.}. Definition of vulnerability. ({n. d.}). https://cve.mitre.org/about/ terminology.html

3. {n. d.}. Heartbleed Home Page. ({n. d.}). http://heartbleed.com {n. d.}. Heartbleed Home Page. ({n. d.}). http://heartbleed.com

4. {n. d.}. NATIONAL VULNERABILITY DATABASE. ({n. d.}). https://nvd.nist.gov/ {n. d.}. NATIONAL VULNERABILITY DATABASE. ({n. d.}). https://nvd.nist.gov/

5. {n. d.}. Weka: Data Mining Software in Java. ({n. d.}). http://www.cs.waikato.ac. nz/ml/weka/ {n. d.}. Weka: Data Mining Software in Java. ({n. d.}). http://www.cs.waikato.ac. nz/ml/weka/

Cited by 63 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. Don’t forget to change these functions! recommending co-changed functions in modern code review;Information and Software Technology;2024-12

2. A comprehensive analysis on software vulnerability detection datasets: trends, challenges, and road ahead;International Journal of Information Security;2024-07-23

3. Early and Realistic Exploitability Prediction of Just-Disclosed Software Vulnerabilities: How Reliable Can It Be?;ACM Transactions on Software Engineering and Methodology;2024-06-27

4. VALIDATE: A deep dive into vulnerability prediction datasets;Information and Software Technology;2024-06

5. Towards More Practical Automation of Vulnerability Assessment;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12

同舟云学术

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