"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution

Yuyou Gan, Yuhao Mao, Xuhong Zhang 0005, Shouling Ji, Yuwen Pu, Meng Han, Jianwei Yin, Ting Wang 0006. "Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution. In Heng Yin, Angelos Stavrou, Cas Cremers, Elaine Shi, editors, Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022. pages 1157-1171, ACM, 2022. [doi]

@inproceedings{GanM0JPHY022,
  title = {"Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution},
  author = {Yuyou Gan and Yuhao Mao and Xuhong Zhang 0005 and Shouling Ji and Yuwen Pu and Meng Han and Jianwei Yin and Ting Wang 0006},
  year = {2022},
  doi = {10.1145/3548606.3559392},
  url = {https://doi.org/10.1145/3548606.3559392},
  researchr = {https://researchr.org/publication/GanM0JPHY022},
  cites = {0},
  citedby = {0},
  pages = {1157-1171},
  booktitle = {Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, CCS 2022, Los Angeles, CA, USA, November 7-11, 2022},
  editor = {Heng Yin and Angelos Stavrou and Cas Cremers and Elaine Shi},
  publisher = {ACM},
  isbn = {978-1-4503-9450-5},
}