CSFL: Cooperative Security Aware Federated Learning Model Using The Blockchain

• Published in: Computer journal Vol. 67; no. 4; pp. 1298 - 1308
• Main Authors: Zhang, Jiaomei, Ye, Ayong, Chen, Jianwei, Zhang, Yuexin, Yang, Wenjie
• Format: Journal Article
• Language: English
• Published: Oxford University Press 21.04.2024
• Subjects: Privacy; Federated learning; Economic model; Security; Blockchain

Federated learning (FL) is a focus of research in the area of privacy protection since it does not have the privacy issues that arise from data concentration. Although its emergence has attracted widespread attention from academia and industry, existing works on FL still face security challenges. FL...