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03/07/2023
Can Decentralized Learning be more robust than Federated Learning?
Decentralized Learning (DL) is a peer–to–peer learning approach that all...
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06/14/2022
Private Set Matching Protocols
We introduce Private Set Matching (PSM) problems, in which a client aims...
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05/17/2022
On the Privacy of Decentralized Machine Learning
In this work, we carry out the first, in-depth, privacy analysis of Dece...
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10/20/2020