How Effective Are Neural Networks for Fixing Security Vulnerabilities

Yi Wu, Nan Jiang, Hung Viet Pham, Thibaud Lutellier, Jordan Davis, Lin Tan 0001, Petr Babkin, Sameena Shah. How Effective Are Neural Networks for Fixing Security Vulnerabilities. In René Just, Gordon Fraser 0001, editors, Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2023, Seattle, WA, USA, July 17-21, 2023. pages 1282-1294, ACM, 2023. [doi]

@inproceedings{WuJPLD0BS23,
  title = {How Effective Are Neural Networks for Fixing Security Vulnerabilities},
  author = {Yi Wu and Nan Jiang and Hung Viet Pham and Thibaud Lutellier and Jordan Davis and Lin Tan 0001 and Petr Babkin and Sameena Shah},
  year = {2023},
  doi = {10.1145/3597926.3598135},
  url = {https://doi.org/10.1145/3597926.3598135},
  researchr = {https://researchr.org/publication/WuJPLD0BS23},
  cites = {0},
  citedby = {0},
  pages = {1282-1294},
  booktitle = {Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, ISSTA 2023, Seattle, WA, USA, July 17-21, 2023},
  editor = {René Just and Gordon Fraser 0001},
  publisher = {ACM},
}