DFL: High-Performance Blockchain-Based Federated Learning

DFL: High-Performance Blockchain-Based Federated Learning

28 October 2021

Papers citing "DFL: High-Performance Blockchain-Based Federated Learning"

10 / 10 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 O. Seneviratne FedML 22 2 0 09 Jul 2024
Vanishing Variance Problem in Fully Decentralized Neural-Network Systems Yongding Tian Zaid Al-Ars Maksim Kitsak P. Hofstee FedML 16 1 0 06 Apr 2024
Robust softmax aggregation on blockchain based federated learning with convergence guarantee Huiyu Wu Diego Klabjan FedML 17 2 0 13 Nov 2023
Collaborative Distributed Machine Learning Sumit Kumar Jha Patrick Lincoln Sascha Rank A. Sunyaev 22 1 0 28 Sep 2023
A Blockchain-based Platform for Reliable Inference and Training of Large-Scale Models Sanghyeon Park Junmo Lee Soo-Mook Moon 30 1 0 06 May 2023
Federated Learning on Non-IID Data Silos: An Experimental Study Q. Li Yiqun Diao Quan Chen Bingsheng He FedML OOD 85 943 0 03 Feb 2021
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
Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus Hang Chen Syed Ali Asif Jihong Park Chien-Chung Shen M. Bennis FedML 33 41 0 09 Jan 2021
Fidel: Reconstructing Private Training Samples from Weight Updates in Federated Learning David Enthoven Zaid Al-Ars FedML 45 14 0 01 Jan 2021
FedML: A Research Library and Benchmark for Federated Machine Learning Chaoyang He Songze Li Jinhyun So Xiao Zeng Mi Zhang ... Yang Liu Ramesh Raskar Qiang Yang M. Annavaram Salman Avestimehr FedML 162 563 0 27 Jul 2020