Explaining Graph Neural Networks for Vulnerability Discovery

Tom Ganz, Martin Härterich, Alexander Warnecke, Konrad Rieck. Explaining Graph Neural Networks for Vulnerability Discovery. In Nicholas Carlini, Ambra Demontis, Yizheng Chen, editors, AISec@CCS 2021: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security, Virtual Event, Republic of Korea, 15 November 2021. pages 145-156, ACM, 2021. [doi]

@inproceedings{GanzHWR21,
  title = {Explaining Graph Neural Networks for Vulnerability Discovery},
  author = {Tom Ganz and Martin Härterich and Alexander Warnecke and Konrad Rieck},
  year = {2021},
  doi = {10.1145/3474369.3486866},
  url = {https://doi.org/10.1145/3474369.3486866},
  researchr = {https://researchr.org/publication/GanzHWR21},
  cites = {0},
  citedby = {0},
  pages = {145-156},
  booktitle = {AISec@CCS 2021: Proceedings of the 14th ACM Workshop on Artificial Intelligence and Security, Virtual Event, Republic of Korea, 15 November 2021},
  editor = {Nicholas Carlini and Ambra Demontis and Yizheng Chen},
  publisher = {ACM},
  isbn = {978-1-4503-8657-9},
}