A Fast Blockchain-based Federated Learning Framework with Compressed Communications

12 August 2022

Papers citing "A Fast Blockchain-based Federated Learning Framework with Compressed Communications"

8 / 8 papers shown

Title
A Differentially Private Blockchain-Based Approach for Vertical Federated Learning Linh Tran Sanjay Chari Md. Saikat Islam Khan Aaron Zachariah Stacy Patterson Oshani Seneviratne FedML 43 2 0 09 Jul 2024
Blockchain-enabled Trustworthy Federated Unlearning Yi-Lan Lin Zhipeng Gao Hongyang Du Jinke Ren Zhiqiang Xie Dusit Niyato MU 37 5 0 29 Jan 2024
Semi-Federated Learning: Convergence Analysis and Optimization of A Hybrid Learning Framework Jingheng Zheng Wanli Ni Hui Tian Deniz Gunduz Tony Q. S. Quek Zhu Han FedML 35 8 0 04 Oct 2023
A Survey on Secure and Private Federated Learning Using Blockchain: Theory and Application in Resource-constrained Computing Ervin Moore Ahmed Imteaj S. Rezapour M. Amini 33 18 0 24 Mar 2023
BlockDFL: A Blockchain-based Fully Decentralized Peer-to-Peer Federated Learning Framework Zhen Qin Xueqiang Yan Mengchu Zhou Shuiguang Deng 19 12 0 21 May 2022
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning Chuan Ma Jun Li Kang Wei Bo Liu Ming Ding Long Yuan Zhu Han H. Vincent Poor 51 42 0 18 Feb 2022
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 69 150 0 18 Jan 2021
Adaptive Federated Learning in Resource Constrained Edge Computing Systems Shiqiang Wang Tiffany Tuor Theodoros Salonidis K. Leung C. Makaya T. He Kevin S. Chan 144 1,687 0 14 Apr 2018