Faith: An Efficient Framework for Transformer Verification on GPUs

Boyuan Feng, Tianqi Tang 0001, Yuke Wang, Zhaodong Chen, Zheng Wang, Shu Yang, Yuan Xie 0001, Yufei Ding. Faith: An Efficient Framework for Transformer Verification on GPUs. In Jiri Schindler, Noa Zilberman, editors, 2022 USENIX Annual Technical Conference, USENIX ATC 2022, Carlsbad, CA, USA, July 11-13, 2022. pages 167-182, USENIX Association, 2022. [doi]

@inproceedings{Feng0WCWY0D22,
  title = {Faith: An Efficient Framework for Transformer Verification on GPUs},
  author = {Boyuan Feng and Tianqi Tang 0001 and Yuke Wang and Zhaodong Chen and Zheng Wang and Shu Yang and Yuan Xie 0001 and Yufei Ding},
  year = {2022},
  url = {https://www.usenix.org/conference/atc22/presentation/feng},
  researchr = {https://researchr.org/publication/Feng0WCWY0D22},
  cites = {0},
  citedby = {0},
  pages = {167-182},
  booktitle = {2022 USENIX Annual Technical Conference, USENIX ATC 2022, Carlsbad, CA, USA, July 11-13, 2022},
  editor = {Jiri Schindler and Noa Zilberman},
  publisher = {USENIX Association},
  isbn = {978-1-939133-29-8},
}