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08/16/2022
FedPerm: Private and Robust Federated Learning by Parameter Permutation
Federated Learning (FL) is a distributed learning paradigm that enables ...
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06/07/2022
Subject Granular Differential Privacy in Federated Learning
This paper introduces subject granular privacy in the Federated Learning...
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03/12/2021
Private Cross-Silo Federated Learning for Extracting Vaccine Adverse Event Mentions
Federated Learning (FL) is quickly becoming a goto distributed training ...
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10/13/2020
Microsecond Consensus for Microsecond Applications
We consider the problem of making apps fault-tolerant through replicatio...
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08/06/2020
Efficient Multi-word Compare and Swap
Atomic lock-free multi-word compare-and-swap (MCAS) is a powerful tool f...
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12/13/2019
Private Federated Learning with Domain Adaptation
Federated Learning (FL) is a distributed machine learning (ML) paradigm ...
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09/04/2019