Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning

28 March 2024

Papers citing "Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning"

33 / 33 papers shown

Title
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices Ji Liu Tianshi Che Yang Zhou Ruoming Jin H. Dai Dejing Dou P. Valduriez 89 13 0 18 Dec 2023
Distributed and Deep Vertical Federated Learning with Big Data Ji Liu Xuehai Zhou L. Mo Shilei Ji Yuan Liao Zhu Li Qinhua Gu Dejing Dou FedML 65 18 0 08 Mar 2023
Multi-Job Intelligent Scheduling with Cross-Device Federated Learning Ji Liu Juncheng Jia Beichen Ma Chen Zhou Jingbo Zhou Yang Zhou H. Dai Dejing Dou FedML 84 24 0 24 Nov 2022
Accelerated Federated Learning with Decoupled Adaptive Optimization Jiayin Jin Jiaxiang Ren Yang Zhou Lingjuan Lyu Ji Liu Dejing Dou AI4CE FedML 68 52 0 14 Jul 2022
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server Hong Zhang Ji Liu Juncheng Jia Yang Zhou H. Dai Dejing Dou FedML 61 45 0 25 Apr 2022
Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing Dinh C. Nguyen Seyyedali Hosseinalipour David J. Love P. Pathirana Christopher G. Brinton 74 48 0 18 Mar 2022
Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing Qin Hu Zhilin Wang Minghui Xu Xiuzhen Cheng 62 33 0 16 Oct 2021
A Systematic Survey of Blockchained Federated Learning Zhilin Wang Qin Hu Minghui Xu Zhuang Yan Yawei Wang Xiuzhen Cheng FedML 74 45 0 05 Oct 2021
A Blockchain based Federated Learning for Message Dissemination in Vehicular Networks Ferheen Ayaz Zhengguo Sheng Daxin Tian Y. L. Guan 67 52 0 11 Sep 2021
A Comprehensive Survey of Incentive Mechanism for Federated Learning Rongfei Zeng Chaobing Zeng Xingwei Wang Yue Liu Xiaowen Chu FedML 75 97 0 27 Jun 2021
From Distributed Machine Learning to Federated Learning: A Survey Ji Liu Jizhou Huang Yang Zhou Xuhong Li Shilei Ji Haoyi Xiong Dejing Dou FedML OOD 116 255 0 29 Apr 2021
Federated Learning Meets Blockchain in Edge Computing: Opportunities and Challenges Dinh C. Nguyen Ming Ding Quoc-Viet Pham P. Pathirana Long Bao Jun Seneviratne Jun Li Dusit Niyato Life Fellow Ieee Poor FedML 91 433 0 05 Apr 2021
FedBN: Federated Learning on Non-IID Features via Local Batch Normalization Xiaoxiao Li Meirui Jiang Xiaofei Zhang Michael Kamp Qi Dou OOD FedML 278 821 0 15 Feb 2021
Transparent Contribution Evaluation for Secure Federated Learning on Blockchain Shuaicheng Ma Yang Cao L. Xiong FedML 50 37 0 26 Jan 2021
Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks Yunlong Lu Xiaohong Huang Ke Zhang Sabita Maharjan Yan Zhang 58 353 0 17 Nov 2020
Collaborative Fairness in Federated Learning Lingjuan Lyu Xinyi Xu Qian Wang FedML 68 193 0 27 Aug 2020
Dispersed Federated Learning: Vision, Taxonomy, and Future Directions L. U. Khan Walid Saad Zhu Han Choong Seon Hong 102 33 0 12 Aug 2020
Blockchain-Federated-Learning and Deep Learning Models for COVID-19 detection using CT Imaging R. Kumar A. Khan Sinmin Zhang Jay Kumar Wenyong Wang Yousif Abuidris Zakria Waqas Amin Sidra Shafiq WenYong Wang OOD FedML 75 329 0 10 Jul 2020
A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus Yuzheng Li Chuan Chen Nan Liu Huawei Huang Zibin Zheng Qiang Yan FedML 68 402 0 02 Apr 2020
FedCoin: A Peer-to-Peer Payment System for Federated Learning Yuan Liu Shuai Sun Zhengpeng Ai Shuangfeng Zhang Zelei Liu Han Yu FedML 76 115 0 26 Feb 2020
A Crowdsourcing Framework for On-Device Federated Learning Shashi Raj Pandey N. H. Tran M. Bennis Y. Tun Aunas Manzoor Choong Seon Hong FedML 68 252 0 04 Nov 2019
Reliable Federated Learning for Mobile Networks Jiawen Kang Zehui Xiong Dusit Niyato Y. Zou Yang Zhang Mohsen Guizani FedML 50 465 0 14 Oct 2019
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection Yue Liu Zeyi Wen Zhaomin Wu Sixu Hu Naibo Wang Yuan N. Li Xu Liu Bingsheng He FedML 109 1,005 0 23 Jul 2019
Secure Architectures Implementing Trusted Coalitions for Blockchained Distributed Learning (TCLearn) S. Lugan P. Desbordes Luis Xavier Ramos Tormo Axel Legay Benoit Macq FedML 48 32 0 18 Jun 2019
Towards Federated Learning at Scale: System Design Keith Bonawitz Hubert Eichner W. Grieskamp Dzmitry Huba A. Ingerman ... H. B. McMahan Timon Van Overveldt David Petrou Daniel Ramage Jason Roselander FedML 124 2,670 0 04 Feb 2019
OHIE: Blockchain Scaling Made Simple Haifeng Yu I. Nikolic Ruomu Hou P. Saxena 40 143 0 30 Nov 2018
Towards Secure Blockchain-enabled Internet of Vehicles: Optimizing Consensus Management Using Reputation and Contract Theory Jiawen Kang Zehui Xiong Dusit Niyato Dongdong Ye Dong In Kim Jun Zhao 60 475 0 22 Sep 2018
A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks Wenbo Wang D. Hoang Peizhao Hu Zehui Xiong Dusit Niyato Ping Wang Yonggang Wen Dong In Kim 60 750 0 07 May 2018
Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchains Elli Androulaki Artem Barger V. Bortnikov Christian Cachin K. Christidis ... A. Sorniotti C. Stathakopoulou Marko Vukolić S. Cocco Jason Yellick 84 3,644 0 30 Jan 2018
When Mobile Blockchain Meets Edge Computing Zehui Xiong Yang Zhang Dusit Niyato Ping Wang Zhu Han 53 450 0 16 Nov 2017
BlockSci: Design and applications of a blockchain analysis platform Harry A. Kalodner Steven Goldfeder Alishah Chator Malte Möser Arvind Narayanan 79 196 0 08 Sep 2017
In-Datacenter Performance Analysis of a Tensor Processing Unit N. Jouppi C. Young Nishant Patil David Patterson Gaurav Agrawal ... Vijay Vasudevan Richard Walter Walter Wang Eric Wilcox Doe Hyun Yoon 235 4,638 0 16 Apr 2017
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 406 17,559 0 17 Feb 2016