Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning

14 January 2022

Papers citing "Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning"

11 / 11 papers shown

Title
SeCTIS: A Framework to Secure CTI Sharing Dincy R. Arikkat Mert Cihangiroglu Mauro Conti Rafidha Rehiman K. A. S. Nicolazzo Antonino Nocera Vinod P 40 2 0 20 Jun 2024
Swarm Learning: A Survey of Concepts, Applications, and Trends Elham Shammar Xiaohui Cui M. A. Al-qaness 32 2 0 01 May 2024
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
Collaborative Active Learning in Conditional Trust Environment Zan-Kai Chong Hiroyuki Ohsaki Cheng-Kuan Bryan Ng 18 0 0 27 Mar 2024
Decentralized Federated Learning: A Survey on Security and Privacy Ehsan Hallaji R. Razavi-Far M. Saif Boyu Wang Qiang Yang FedML 52 34 0 25 Jan 2024
Decentralized Federated Learning: A Survey and Perspective Liangqi Yuan Ziran Wang Lichao Sun Philip S. Yu Christopher G. Brinton FedML 40 85 0 02 Jun 2023
Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks Chung-ju Huang Leye Wang Xiao Han FedML 29 24 0 11 Feb 2023
DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning Jialiang Han Yudong Han Gang Huang Yun Ma FedML 23 4 0 01 Aug 2022
On the Fairness of Swarm Learning in Skin Lesion Classification Dian Fan Yifan Wu Xiaoxiao Li 43 20 0 24 Sep 2021
A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of Vehicles Zhe Wang Xinhang Li Tianhao Wu Chen Xu Lin Zhang FedML 28 15 0 09 Aug 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 63 150 0 18 Jan 2021