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08/28/2023
On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning
This paper jointly considers privacy preservation and Byzantine-robustne...
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07/16/2023
Optimal Compression of Unit Norm Vectors in the High Distortion Regime
Motivated by the need for communication-efficient distributed learning, ...
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04/29/2022
Bridging Differential Privacy and Byzantine-Robustness via Model Aggregation
This paper aims at jointly addressing two seemly conflicting issues in f...
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04/14/2021