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Secure Byzantine-Robust Distributed Learning via Clustering

Secure Byzantine-Robust Distributed Learning via Clustering

6 October 2021
R. K. Velicheti
Derek Xia
Oluwasanmi Koyejo
    FedML
    OOD
ArXivPDFHTML

Papers citing "Secure Byzantine-Robust Distributed Learning via Clustering"

4 / 4 papers shown
Title
Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated
  Learning
Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning
Zhangchen Xu
Fengqing Jiang
Luyao Niu
Jinyuan Jia
Radha Poovendran
26
0
0
10 Jan 2024
ByzSecAgg: A Byzantine-Resistant Secure Aggregation Scheme for Federated
  Learning Based on Coded Computing and Vector Commitment
ByzSecAgg: A Byzantine-Resistant Secure Aggregation Scheme for Federated Learning Based on Coded Computing and Vector Commitment
Tayyebeh Jahani-Nezhad
M. Maddah-ali
Giuseppe Caire
FedML
32
2
0
20 Feb 2023
zPROBE: Zero Peek Robustness Checks for Federated Learning
zPROBE: Zero Peek Robustness Checks for Federated Learning
Zahra Ghodsi
Mojan Javaheripi
Nojan Sheybani
Xinqiao Zhang
Ke Huang
F. Koushanfar
FedML
42
17
0
24 Jun 2022
Byzantine-Robust Federated Learning with Optimal Statistical Rates and
  Privacy Guarantees
Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees
Banghua Zhu
Lun Wang
Qi Pang
Shuai Wang
Jiantao Jiao
D. Song
Michael I. Jordan
FedML
98
30
0
24 May 2022
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