Large Language Model for Vulnerability Detection: Emerging Results and Future Directions

Author:

Zhou Xin1ORCID,Zhang Ting1ORCID,Lo David1ORCID

Affiliation:

1. School of Computing and Information Systems, Singapore Management University, Singapore, Singapore

Publisher

ACM

Reference35 articles.

1. Microsoft Exchange Flaw: Attacks Surge After Code Published. https://www.bankinfosecurity.com/ms-exchange-flaw-causes-spike-intrdownloader-gen-trojans-a-16236, 2022.

2. Symantec global internet security threat report-trends for july-december 07;Turner Dean;Symantec Enterprise Security,2008

3. VulBERTa: Simplified Source Code Pre-Training for Vulnerability Detection

4. Michael Fu and Chakkrit Tantithamthavorn. Linevul: a transformer-based line-level vulnerability prediction. In Proceedings of the 19th International Conference on Mining Software Repositories, pages 608--620, 2022.

5. Van-Anh Nguyen, Dai Quoc Nguyen, Van Nguyen, Trung Le, Quan Hung Tran, and Dinh Phung. Regvd: Revisiting graph neural networks for vulnerability detection. In Proceedings of the ACM/IEEE 44th International Conference on Software Engineering: Companion Proceedings, pages 178--182, 2022.

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