Decentral and Incentivized Federated Learning Frameworks: A Systematic
Literature Review

Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review

7 May 2022

Kentaroh Toyoda

Papers citing "Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review"

13 / 13 papers shown

Title
Gradient Purification: Defense Against Poisoning Attack in Decentralized Federated Learning Bin Li Xiaoye Miao Yongheng Shang Xinkui Zhao AAML 44 0 0 08 Jan 2025
Smart Sampling: Helping from Friendly Neighbors for Decentralized Federated Learning Lin Wang Yang Chen Yongxin Guo Xiaoying Tang FedML 38 0 0 05 Jul 2024
Blockchain and Artificial Intelligence: Synergies and Conflicts Leon Witt Armando Teles Fortes Kentaroh Toyoda Wojciech Samek Dan Li 22 1 0 22 May 2024
Structured Reinforcement Learning for Incentivized Stochastic Covert Optimization Adit Jain Vikram Krishnamurthy FedML 11 2 0 13 May 2024
Towards Quantum Federated Learning Chao Ren Han Yu Rudai Yan Minrui Xu Yuan Shen Huihui Zhu Dusit Niyato Zhaoyang Dong L. Kwek FedML AI4CE 27 19 0 16 Jun 2023
A Systematic Literature Review on Client Selection in Federated Learning Carl Smestad Jingyue Li 8 19 0 08 Jun 2023
Decentralized Federated Learning: A Survey and Perspective Liangqi Yuan Ziran Wang Lichao Sun Philip S. Yu Christopher G. Brinton FedML 30 85 0 02 Jun 2023
A Framework for Incentivized Collaborative Learning Xinran Wang Qi Le Ahmad Faraz Khan Jie Ding A. Anwar FedML 24 4 0 26 May 2023
Smart Policy Control for Securing Federated Learning Management System Aditya Pribadi Kalapaaking Ibrahim Khalil Mohammed Atiquzzaman 19 12 0 16 May 2023
Scalable Data Point Valuation in Decentralized Learning Konstantin D. Pandl Chun-Yin Huang Ivan Beschastnikh Xiaoxiao Li Scott Thiebes A. Sunyaev FedML TDI 13 0 0 01 May 2023
Post Quantum Secure Blockchain-based Federated Learning for Mobile Edge Computing Rongxin Xu Shiva Raj Pokhrel Qiujun Lan Gang Li 11 5 0 26 Feb 2023
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges Enrique Tomás Martínez Beltrán Mario Quiles Pérez Pedro Miguel Sánchez Sánchez Sergio López Bernal Gérome Bovet M. Pérez Gregorio Martínez Pérez Alberto Huertas Celdrán FedML 16 219 0 15 Nov 2022
A Systematic Survey of Blockchained Federated Learning Zhilin Wang Qin Hu Minghui Xu Zhuang Yan Yawei Wang Xiuzhen Cheng FedML 40 45 0 05 Oct 2021