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

Published in Workshop on Dependable and Secure Machine Learning, 2020

Citation: Abdulrahman Mahmoud, Neeraj Aggarwal, Alex Nobbe, Jose Rodrigo Sanchez Vicarte, Sarita V. Adve, Christopher W. Fletcher, Iuri Frosio, Siva Kumar Sastry Hari. 2020. "PyTorchFI: A Runtime Perturbation Tool for DNNs," IEEE/IFIP International Conference on Dependable Systems and Networks - Supplemental Volume, 2020, presented at the Workshop on Dependable and Secure Machine Learning (DSML), Valencia, Spain 2020.

PyTorchFI is open-sourced, available here!