A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus

2 April 2020

Papers citing "A Blockchain-based Decentralized Federated Learning Framework with Committee Consensus"

41 / 91 papers shown

Title
Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing Rongxin Xu Shiva Raj Pokhrel Qiujun Lan Gang Li 23 5 0 26 Feb 2023
Topology-aware Federated Learning in Edge Computing: A Comprehensive Survey Jiajun Wu Steve Drew Fan Dong Zhuangdi Zhu Jiayu Zhou FedML 53 46 0 06 Feb 2023
Use of Federated Learning and Blockchain towards Securing Financial Services Pushpita Chatterjee Debashis Das D. Rawat AIFin 11 8 0 04 Feb 2023
Proof of Swarm Based Ensemble Learning for Federated Learning Applications Ali Raza K. Tran L. Koehl Shujun Li FedML 11 2 0 28 Dec 2022
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks Chamara Sandeepa Bartlomiej Siniarski N. Kourtellis Shen Wang Madhusanka Liyanage 28 5 0 14 Dec 2022
Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks Naoya Tezuka H. Ochiai Yuwei Sun Hiroshi Esaki AAML 34 4 0 07 Nov 2022
Enhanced Decentralized Federated Learning based on Consensus in Connected Vehicles Xiaoyan Liu Zehui Dong Zhiwei Xu Siyuan Liu Jie Tian 19 5 0 22 Sep 2022
A Platform-Free Proof of Federated Learning Consensus Mechanism for Sustainable Blockchains Yuntao Wang Hai-xia Peng Zhou Su Tom H. Luan A. Benslimane Yuan Wu 40 57 0 23 Aug 2022
Recent Advances of Blockchain and its Applications Xiao Li Wei Wu 29 15 0 16 Aug 2022
An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation Chenhao Xu Youyang Qu Tom H. Luan Peter W. Eklund Yong Xiang Longxiang Gao 25 34 0 15 Aug 2022
Trustworthy Federated Learning via Blockchain Zhanpeng Yang Yuanming Shi Yong Zhou Zixin Wang Kai Yang 34 68 0 13 Aug 2022
DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning Jialiang Han Yudong Han Gang Huang Yun Ma FedML 23 4 0 01 Aug 2022
Marvel DC: A Blockchain-Based Decentralized and Incentive-Compatible Distributed Computing Protocol Conor McMenamin Vanesa Daza 23 1 0 28 Jul 2022
FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning Rongxin Xu Shiva Raj Pokhrel Qiujun Lan Gang Li 17 7 0 26 Jun 2022
Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing Wei Xu Zhaohui Yang Derrick Wing Kwan Ng Marco Levorato Yonina C. Eldar Mérouane Debbah 28 398 0 01 Jun 2022
Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning H. Ochiai Yuwei Sun Qingzhe Jin Nattanon Wongwiwatchai Hiroshi Esaki 12 20 0 24 May 2022
Network Gradient Descent Algorithm for Decentralized Federated Learning Shuyuan Wu Danyang Huang Hansheng Wang FedML 30 11 0 06 May 2022
Enabling All In-Edge Deep Learning: A Literature Review Praveen Joshi Mohammed Hasanuzzaman Chandra Thapa Haithem Afli T. Scully 31 22 0 07 Apr 2022
ScaleSFL: A Sharding Solution for Blockchain-Based Federated Learning Evan W. R. Madill Ben Nguyen C. Leung Sara Rouhani 32 20 0 04 Apr 2022
BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning A. Mondal Harpreet Virk Debayan Gupta 34 15 0 06 Feb 2022
Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning Jialiang Han Y. Ma Yudong Han 48 15 0 14 Jan 2022
Financial Vision Based Differential Privacy Applications Jun-Hao Chen Yi-Jen Wang Yun-Cheng Tsai Samuel Yen-Chi Chen FedML 18 1 0 28 Dec 2021
FLoBC: A Decentralized Blockchain-Based Federated Learning Framework M. C. Ghanem Fadi Dawoud Habiba Gamal E. Soliman Hossam Sharara Tamer El-Batt 19 10 0 22 Dec 2021
On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge Hung T. Nguyen Roberto Morabito Kwang Taik Kim M. Chiang FedML 13 4 0 21 Dec 2021
Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges Mohammad M. Al-Quraan Lina S. Mohjazi Lina Bariah A. Centeno A. Zoha Sami Muhaidat Mérouane Debbah Muhammad Ali Imran 22 62 0 14 Nov 2021
DACFL: Dynamic Average Consensus Based Federated Learning in Decentralized Topology Zhikun Chen Daofeng Li Jinkang Zhu Sihai Zhang FedML 31 8 0 10 Nov 2021
DFL: High-Performance Blockchain-Based Federated Learning Yongding Tian Zhuoran Guo Jiaxuan Zhang Zaid Al-Ars OOD FedML 29 10 0 28 Oct 2021
Homogeneous Learning: Self-Attention Decentralized Deep Learning Yuwei Sun H. Ochiai FedML 14 9 0 11 Oct 2021
A Systematic Survey of Blockchained Federated Learning Zhilin Wang Qin Hu Minghui Xu Zhuang Yan Yawei Wang Xiuzhen Cheng FedML 48 45 0 05 Oct 2021
A Decentralized Federated Learning Framework via Committee Mechanism with Convergence Guarantee Chunjiang Che Xiaoli Li Chuan Chen Xiaoyu He Zibin Zheng FedML 33 72 0 01 Aug 2021
Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness Yuwei Sun H. Ochiai Hiroshi Esaki FedML 74 45 0 30 Jul 2021
Federated Learning using Smart Contracts on Blockchains, based on Reward Driven Approach Monik R Behera Sudhir Upadhyay S. Shetty FedML 14 13 0 19 Jul 2021
Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms Haemin Lee Joongheon Kim 19 18 0 19 Jul 2021
Reward-Based 1-bit Compressed Federated Distillation on Blockchain Leon Witt Usama Zafar KuoYeh Shen Felix Sattler Dan Li Wojciech Samek FedML 35 4 0 27 Jun 2021
FedGL: Federated Graph Learning Framework with Global Self-Supervision Chuan Chen Weibo Hu Ziyue Xu Zibin Zheng FedML 27 54 0 07 May 2021
A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things Jiehan Zhou Shouhua Zhang Qinghua Lu W. Dai Min Chen Xin Liu Susanna Pirttikangas Yang Shi Weishan Zhang E. Herrera-Viedma FedML AI4CE 23 44 0 21 Apr 2021
Efficient Ring-topology Decentralized Federated Learning with Deep Generative Models for Industrial Artificial Intelligent Zhao Wang Yifan Hu Jun Xiao Chao-Xiang Wu AI4CE 19 11 0 15 Apr 2021
FedChain: Secure Proof-of-Stake-based Framework for Federated-blockchain Systems Cong T. Nguyen D. Hoang Diep N. Nguyen Yong Xiao Hoang-Anh Pham E. Dutkiewicz N. H. Tuong FedML 17 6 0 29 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 42 0 09 Jan 2021
GFL: A Decentralized Federated Learning Framework Based On Blockchain Yifan Hu Yuhang Zhou Jun Xiao Chao-Xiang Wu FedML 17 31 0 21 Oct 2020
Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework Jiawen Kang Zehui Xiong Chunxiao Jiang Yi Liu Song Guo Yang Zhang Dusit Niyato Cyril Leung C. Miao FedML 30 40 0 10 Aug 2020