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Communication-Computation Efficient Secure Aggregation for Federated Learning

Dec 21, 2020
Beongjun Choi, Jy-yong Sohn, Dong-Jun Han, Jaekyun Moon

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Attack of the Tails: Yes, You Really Can Backdoor Federated Learning

Jul 09, 2020
Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris Papailiopoulos

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Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks

Oct 14, 2019
Jy-yong Sohn, Dong-Jun Han, Beongjun Choi, Jaekyun Moon

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