Mironov, Ilya

6 publications

ICMLW 2023 Green Federated Learning Ashkan Yousefpour, Shen Guo, Ashish Shenoy, Sayan Ghosh, Pierre Stock, Kiwan Maeng, Schalk-Willem Krüger, Michael Rabbat, Carole-Jean Wu, Ilya Mironov

NeurIPSW 2022 Reconciling Security and Communication Efficiency in Federated Learning Karthik Prasad, Sayan Ghosh, Graham Cormode, Ilya Mironov, Ashkan Yousefpour, Pierre Stock

NeurIPS 2021 Antipodes of Label Differential Privacy: PATE and ALIBI Mani Malek Esmaeili, Ilya Mironov, Karthik Prasad, Igor Shilov, Florian Tramer

NeurIPSW 2021 Label Private Deep Learning Training Based on Secure Multiparty Computation and Differential Privacy Sen Yuan, Milan Shen, Ilya Mironov, Anderson Nascimento

NeurIPSW 2021 Opacus: User-Friendly Differential Privacy Library in PyTorch Ashkan Yousefpour, Igor Shilov, Alexandre Sablayrolles, Davide Testuggine, Karthik Prasad, Mani Malek, John Nguyen, Sayan Ghosh, Akash Bharadwaj, Jessica Zhao, Graham Cormode, Ilya Mironov

ICLR 2018 Scalable Private Learning with PATE Nicolas Papernot, Shuang Song, Ilya Mironov, Ananth Raghunathan, Kunal Talwar, Ulfar Erlingsson