@article{opacususerfriendlydifferentialprivacy, title = {Opacus: User-Friendly Differential Privacy Library in PyTorch}, author = {Ashkan Yousefpour and Igor Shilov and Alexandre Sablayrolles and Davide Testuggine and Karthik Prasad and Mani Malek and John Nguyen and Sayan Ghosh and Akash Bharadwaj and Jessica Zhao and Graham Cormode and Ilya Mironov}, year = {2021}, eprint = {2109.12298}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2109.12298v4}, }