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Can Decentralized Learning be more robust than Federated Learning?
7 March 2023
Mathilde Raynal
Dario Pasquini
Carmela Troncoso
OOD
FedML
Re-assign community
ArXiv
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Papers citing
"Can Decentralized Learning be more robust than Federated Learning?"
5 / 5 papers shown
Title
Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness
Ali Reza Ghavamipour
Benjamin Zi Hao Zhao
Oguzhan Ersoy
Fatih Turkmen
FedML
AAML
25
2
0
27 Apr 2024
Aggressive or Imperceptible, or Both: Network Pruning Assisted Hybrid Byzantines in Federated Learning
Emre Ozfatura
Kerem Ozfatura
Alptekin Kupcu
Deniz Gunduz
AAML
30
0
0
09 Apr 2024
The Impact of Adversarial Node Placement in Decentralized Federated Learning Networks
Adam Piaseczny
Eric Ruzomberka
Rohit Parasnis
Christopher G. Brinton
FedML
15
0
0
14 Nov 2023
Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning
Kerem Ozfatura
Emre Ozfatura
Alptekin Kupcu
Deniz Gunduz
AAML
FedML
21
13
0
21 Aug 2022
Analyzing Federated Learning through an Adversarial Lens
A. Bhagoji
Supriyo Chakraborty
Prateek Mittal
S. Calo
FedML
177
1,031
0
29 Nov 2018
1