Blockchain-based Federated Learning with SMPC Model Verification Against Poisoning Attack for Healthcare Systems

26 April 2023

Papers citing "Blockchain-based Federated Learning with SMPC Model Verification Against Poisoning Attack for Healthcare Systems"

7 / 7 papers shown

Title
DPFedBank: Crafting a Privacy-Preserving Federated Learning Framework for Financial Institutions with Policy Pillars Peilin He Chenkai Lin Isabella Montoya 12 0 0 17 Oct 2024
Green Federated Learning: A new era of Green Aware AI Dipanwita Thakur Antonella Guzzo Giancarlo Fortino Francesco Piccialli AI4CE 43 4 0 19 Sep 2024
From Challenges and Pitfalls to Recommendations and Opportunities: Implementing Federated Learning in Healthcare Ming Li Pengcheng Xu Junjie Hu Zeyu Tang Guang Yang FedML 40 1 0 15 Sep 2024
Blockchain-empowered Federated Learning: Benefits, Challenges, and Solutions Zeju Cai Jianguo Chen Yuting Fan Zibin Zheng Keqin Li 39 4 0 01 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 41 5 0 15 Jan 2024
Privacy-Preserving in Blockchain-based Federated Learning Systems Sameera K.M. S. Nicolazzo Marco Arazzi Antonino Nocera Rafidha Rehiman K.A. V. P. Mauro Conti 27 25 0 07 Jan 2024
Defending Against Poisoning Attacks in Federated Learning with Blockchain Nanqing Dong Zhipeng Wang Jiahao Sun Michael C. Kampffmeyer William Knottenbelt Eric P. Xing OOD AAML 17 18 0 02 Jul 2023