Are Transformers More Robust? Towards Exact Robustness Verification for Transformers

Brian Hsuan-Cheng Liao, Chih-Hong Cheng, Hasan Esen, Alois Knoll. Are Transformers More Robust? Towards Exact Robustness Verification for Transformers. In Jérémie Guiochet, Stefano Tonetta, Friedemann Bitsch, editors, Computer Safety, Reliability, and Security - 42nd International Conference, SAFECOMP 2023, Toulouse, France, September 20-22, 2023, Proceedings. Volume 14181 of Lecture Notes in Computer Science, pages 89-103, Springer, 2023. [doi]

@inproceedings{LiaoCEK23,
  title = {Are Transformers More Robust? Towards Exact Robustness Verification for Transformers},
  author = {Brian Hsuan-Cheng Liao and Chih-Hong Cheng and Hasan Esen and Alois Knoll},
  year = {2023},
  doi = {10.1007/978-3-031-40923-3_8},
  url = {https://doi.org/10.1007/978-3-031-40923-3_8},
  researchr = {https://researchr.org/publication/LiaoCEK23},
  cites = {0},
  citedby = {0},
  pages = {89-103},
  booktitle = {Computer Safety, Reliability, and Security - 42nd International Conference, SAFECOMP 2023, Toulouse, France, September 20-22, 2023, Proceedings},
  editor = {Jérémie Guiochet and Stefano Tonetta and Friedemann Bitsch},
  volume = {14181},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-40923-3},
}