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Network Shuffling: Privacy Amplification via Random Walks


Apr 08, 2022
Seng Pei Liew , Tsubasa Takahashi , Shun Takagi , Fumiyuki Kato , Yang Cao , Masatoshi Yoshikawa

* 15 pages, 9 figures; SIGMOD 2022 version 

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OLIVE: Oblivious and Differentially Private Federated Learning on Trusted Execution Environment


Feb 16, 2022
Fumiyuki Kato , Yang Cao , Masatoshi Yoshikawa


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