Generative AI for Software Security Analysis: Fundamentals, Applications, and Challenges
This article delves into the potential opportunities and challenges that generative AI introduces to software security analysis based on its fundamentals and applications. In addition, a simple case is used to demonstrate the validity of our outlook.
Authors
- Gaolei Li (ORCID: https://orcid.org/0000-0003-3913-5001)
- Jianhua Li (ORCID: https://orcid.org/0000-0002-6831-3973)
- Chaofeng Zhang (ORCID: https://orcid.org/0000-0002-1042-1541)
- Xi Lin (ORCID: https://orcid.org/0000-0001-5303-1191)
- Xiaoyu Yi (ORCID: https://orcid.org/0009-0001-1772-0368)
- Ao Ding (ORCID: https://orcid.org/0000-0002-6523-8293)
Institutions
- Shanghai Jiao Tong University (CN)
- Advanced Institute of Industrial Technology (JP)
Publication Details
- Journal
- IEEE Software
- Published
- 2024-08-13
- DOI
- https://doi.org/10.1109/ms.2024.3416036
- Citations
- 16
- Primary Topic
- Advanced Malware Detection Techniques
- Type
- article
- Field-Weighted Citation Impact
- 5.25
Funders
- National Natural Science Foundation of China
- Japan Society for the Promotion of Science