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A Blockchain Solution for Collaborative Machine Learning over IoT

A Blockchain Solution for Collaborative Machine Learning over IoT

23 November 2023
Carlos Beis-Penedo
Francisco Troncoso-Pastoriza
R. Redondo
Ana Fernández-Vilas
Manuel Fernández-Veiga
Martín González Soto
ArXiv (abs)PDFHTML

Papers citing "A Blockchain Solution for Collaborative Machine Learning over IoT"

6 / 6 papers shown
Title
Blockchain-based Federated Learning with Secure Aggregation in Trusted
  Execution Environment for Internet-of-Things
Blockchain-based Federated Learning with Secure Aggregation in Trusted Execution Environment for Internet-of-Things
Aditya Pribadi Kalapaaking
Ibrahim Khalil
Mohammad Saidur Rahman
Mohammed Atiquzzaman
X. Yi
Mahathir Almashor
FedML
62
70
0
25 Apr 2023
SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in
  Secure Aggregation for Federated Learning
SwiftAgg+: Achieving Asymptotically Optimal Communication Loads in Secure Aggregation for Federated Learning
Tayyebeh Jahani-Nezhad
M. Maddah-ali
Songze Li
Giuseppe Caire
FedML
89
53
0
24 Mar 2022
The Future of Digital Health with Federated Learning
The Future of Digital Health with Federated Learning
Nicola Rieke
Jonny Hancox
Wenqi Li
Fausto Milletari
H. Roth
...
Ronald M. Summers
Andrew Trask
Daguang Xu
Maximilian Baust
M. Jorge Cardoso
OOD
259
1,785
0
18 Mar 2020
Federated Learning: Challenges, Methods, and Future Directions
Federated Learning: Challenges, Methods, and Future Directions
Tian Li
Anit Kumar Sahu
Ameet Talwalkar
Virginia Smith
FedML
132
4,543
0
21 Aug 2019
Robust and Communication-Efficient Federated Learning from Non-IID Data
Robust and Communication-Efficient Federated Learning from Non-IID Data
Felix Sattler
Simon Wiedemann
K. Müller
Wojciech Samek
FedML
79
1,362
0
07 Mar 2019
Analyzing Federated Learning through an Adversarial Lens
Analyzing Federated Learning through an Adversarial Lens
A. Bhagoji
Supriyo Chakraborty
Prateek Mittal
S. Calo
FedML
307
1,059
0
29 Nov 2018
1