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