Blockchain and Federated Edge Learning for Privacy-Preserving Mobile
Crowdsensing

Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing

16 October 2021

Papers citing "Blockchain and Federated Edge Learning for Privacy-Preserving Mobile Crowdsensing"

11 / 11 papers shown

Title
Enhancing Trust and Privacy in Distributed Networks: A Comprehensive Survey on Blockchain-based Federated Learning Ji Liu Chunlu Chen Yu Li Lin Sun Yulun Song Jingbo Zhou Bo Jing Dejing Dou 48 9 0 28 Mar 2024
FedRFQ: Prototype-Based Federated Learning with Reduced Redundancy, Minimal Failure, and Enhanced Quality Biwei Yan Hongliang Zhang Minghui Xu Dongxiao Yu Xiuzhen Cheng 44 5 0 15 Jan 2024
A Blockchain-empowered Multi-Aggregator Federated Learning Architecture in Edge Computing with Deep Reinforcement Learning Optimization Xiao Li Wei Wu 28 0 0 14 Oct 2023
Matching-based Hybrid Service Trading for Task Assignment over Dynamic Mobile Crowdsensing Networks Houyi Qi Minghui Liwang Seyyedali Hosseinalipour Xiaoyu Xia Zhipeng Cheng Xianbin Wang Zhenzhen Jiao 18 13 0 25 Jun 2023
Resource Optimization for Blockchain-based Federated Learning in Mobile Edge Computing Zhilin Wang Qin Hu Zehui Xiong 42 6 0 05 Jun 2022
Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review Leon Witt Mathis Heyer Kentaroh Toyoda Wojciech Samek Dan Li FedML 33 47 0 07 May 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 31 47 0 18 Mar 2022
Incentive Mechanism Design for Joint Resource Allocation in Blockchain-based Federated Learning Zhilin Wang Qin Hu Ruinian Li Minghui Xu Zehui Xiong FedML 40 49 0 18 Feb 2022
Defense Strategies Toward Model Poisoning Attacks in Federated Learning: A Survey Zhilin Wang Qiao Kang Xinyi Zhang Qin Hu AAML FedML 59 21 0 13 Feb 2022
SPDL: Blockchain-secured and Privacy-preserving Decentralized Learning Minghui Xu Zong-bao Zou Ye Cheng Qin Hu Dongxiao Yu Xiuzhen Cheng 27 3 0 06 Jan 2022
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