Open Science in Software Engineering: A Study on Deep Learning-Based Vulnerability Detection

Author:

Nong Yu1,Sharma Rainy1,Hamou-Lhadj Abdelwahab2ORCID,Luo Xiapu3ORCID,Cai Haipeng1ORCID

Affiliation:

1. School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA

2. Department of Electrical and Computer Engineering, Concordia University, Montreal, QC, Canada

3. Department of Computing, The Hong Kong Polytechnic University, Hong Kong SAR, China

Funder

Army Research Office

Office of Naval Research

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Software

Cited by 7 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. VinJ: An Automated Tool for Large-Scale Software Vulnerability Data Generation;Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering;2024-07-10

2. Bridging the Gap: A Study of AI-based Vulnerability Management between Industry and Academia;2024 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume (DSN-S);2024-06-24

3. Promoting open science in test-driven software experiments;Journal of Systems and Software;2024-06

4. GRACE: Empowering LLM-based software vulnerability detection with graph structure and in-context learning;Journal of Systems and Software;2024-06

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

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