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BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated
  Learning Framework
v1v2v3 (latest)

BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework

The Web Conference (WWW), 2022
21 May 2022
Zhen Qin
Xueqiang Yan
Mengchu Zhou
Shuiguang Deng
ArXiv (abs)PDFHTML

Papers citing "BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework"

7 / 7 papers shown
Matrix: Peer-to-Peer Multi-Agent Synthetic Data Generation Framework
Matrix: Peer-to-Peer Multi-Agent Synthetic Data Generation Framework
Dong Wang
Yang Li
Ansong Ni
Ching-Feng Yeh
Youssef Emad
...
Asli Celikyilmaz
Ramya Raghavendra
Lifei Huang
Carole-Jean Wu
Shang-Wen Li
87
2
0
26 Nov 2025
Blockchain-Enabled Federated Learning
Blockchain-Enabled Federated Learning
Murtaza Rangwala
Venugopal K R
Rajkumar Buyya
189
4
0
08 Aug 2025
Client Clustering Meets Knowledge Sharing: Enhancing Privacy and Robustness in Personalized Peer-to-Peer Learning
Client Clustering Meets Knowledge Sharing: Enhancing Privacy and Robustness in Personalized Peer-to-Peer Learning
Mohammad Maheri
Denys Herasymuk
Hamed Haddadi
234
0
0
25 Jun 2025
Hubs and Spokes Learning: Efficient and Scalable Collaborative Machine Learning
Hubs and Spokes Learning: Efficient and Scalable Collaborative Machine Learning
Atul Sharma
Kavindu Herath
Saurabh Bagchi
Chaoyue Liu
Somali Chaterji
FedML
379
0
0
29 Apr 2025
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data Analysis
dFLMoE: Decentralized Federated Learning via Mixture of Experts for Medical Data AnalysisComputer Vision and Pattern Recognition (CVPR), 2025
Luyuan Xie
Tianyu Luan
Wenyuan Cai
Guochen Yan
Zhaoyu Chen
Nan Xi
Yuejian Fang
Qingni Shen
Zhonghai Wu
Junsong Yuan
FedML
831
6
0
13 Mar 2025
Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning
Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning
Bin Li
Xiaoye Miao
Yongheng Shang
Xinkui Zhao
AAML
514
0
0
08 Jan 2025
A Blockchain-based Platform for Reliable Inference and Training of
  Large-Scale Models
A Blockchain-based Platform for Reliable Inference and Training of Large-Scale Models
Sanghyeon Park
Junmo Lee
Soo-Mook Moon
303
1
0
06 May 2023
1
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