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ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning

ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning

4 April 2022
Evan W. R. Madill
Ben Nguyen
C. Leung
Sara Rouhani
ArXivPDFHTML

Papers citing "ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning"

6 / 6 papers shown
Title
FedBlock: A Blockchain Approach to Federated Learning against Backdoor
  Attacks
FedBlock: A Blockchain Approach to Federated Learning against Backdoor Attacks
D. Nguyen
Phi Le Nguyen
T. Nguyen
Hieu H. Pham
D. Tran
FedML
24
0
0
05 Nov 2024
IronForge: An Open, Secure, Fair, Decentralized Federated Learning
IronForge: An Open, Secure, Fair, Decentralized Federated Learning
Guangsheng Yu
Xu Wang
Caijun Sun
Qin Wang
Ping Yu
Wei Ni
R. Liu
Xiwei Xu
OOD
AI4CE
8
24
0
07 Jan 2023
Recent Advances of Blockchain and its Applications
Recent Advances of Blockchain and its Applications
Xiao Li
Wei Wu
14
15
0
16 Aug 2022
A Scalable Blockchain-based Smart Contract Model for Decentralized
  Voltage Stability Using Sharding Technique
A Scalable Blockchain-based Smart Contract Model for Decentralized Voltage Stability Using Sharding Technique
Kimia Honari
Xiaotian Zhou
Sara Rouhani
S. Dick
Hao Liang
Yunwei Li
James Miller
11
6
0
28 Jun 2022
Opacus: User-Friendly Differential Privacy Library in PyTorch
Opacus: User-Friendly Differential Privacy Library in PyTorch
Ashkan Yousefpour
I. Shilov
Alexandre Sablayrolles
Davide Testuggine
Karthik Prasad
...
Sayan Gosh
Akash Bharadwaj
Jessica Zhao
Graham Cormode
Ilya Mironov
VLM
144
348
0
25 Sep 2021
Blockchain Assisted Decentralized Federated Learning (BLADE-FL):
  Performance Analysis and Resource Allocation
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation
Jun Li
Yumeng Shao
Kang Wei
Ming Ding
Chuan Ma
Long Shi
Zhu Han
Vincent Poor
FedML
55
150
0
18 Jan 2021
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