Detecting Adversarial Samples through Sharpness of Loss Landscape

Rui Zheng, Shihan Dou, Yuhao Zhou, Qin Liu, Tao Gui, Qi Zhang, Zhongyu Wei, Xuanjing Huang, Menghan Zhang. Detecting Adversarial Samples through Sharpness of Loss Landscape. In Anna Rogers, Jordan L. Boyd-Graber, Naoaki Okazaki, editors, Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023. pages 11282-11298, Association for Computational Linguistics, 2023. [doi]

@inproceedings{ZhengDZLGZWHZ23,
  title = {Detecting Adversarial Samples through Sharpness of Loss Landscape},
  author = {Rui Zheng and Shihan Dou and Yuhao Zhou and Qin Liu and Tao Gui and Qi Zhang and Zhongyu Wei and Xuanjing Huang and Menghan Zhang},
  year = {2023},
  url = {https://aclanthology.org/2023.findings-acl.717},
  researchr = {https://researchr.org/publication/ZhengDZLGZWHZ23},
  cites = {0},
  citedby = {0},
  pages = {11282-11298},
  booktitle = {Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023},
  editor = {Anna Rogers and Jordan L. Boyd-Graber and Naoaki Okazaki},
  publisher = {Association for Computational Linguistics},
  isbn = {978-1-959429-62-3},
}