PyTorchFI: A Runtime Perturbation Tool for DNNs

Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe, Jose Rodrigo Sanchez Vicarte, Sarita V. Adve, Christopher W. Fletcher, Iuri Frosio, Siva Kumar Sastry Hari. PyTorchFI: A Runtime Perturbation Tool for DNNs. In 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN Workshops 2020, Valencia, Spain, June 29 - July 2, 2020. pages 25-31, IEEE, 2020. [doi]

@inproceedings{MahmoudANVAFFH20,
  title = {PyTorchFI: A Runtime Perturbation Tool for DNNs},
  author = {Abdulrahman Mahmoud and Neeraj Aggarwal and Alex Nobbe and Jose Rodrigo Sanchez Vicarte and Sarita V. Adve and Christopher W. Fletcher and Iuri Frosio and Siva Kumar Sastry Hari},
  year = {2020},
  doi = {10.1109/DSN-W50199.2020.00014},
  url = {https://doi.org/10.1109/DSN-W50199.2020.00014},
  researchr = {https://researchr.org/publication/MahmoudANVAFFH20},
  cites = {0},
  citedby = {0},
  pages = {25-31},
  booktitle = {50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, DSN Workshops 2020, Valencia, Spain, June 29 - July 2, 2020},
  publisher = {IEEE},
  isbn = {978-1-7281-7263-7},
}