BRFL: A blockchain-based byzantine-robust federated learning model

• Published in: Journal of parallel and distributed computing Vol. 196; p. 104995
• Main Authors: Li, Yang, Xia, Chunhe, Li, Chang, Wang, Tianbo
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.02.2025
• Subjects: Blockchain; Federated learning; Pearson correlation coefficient; Spectral clustering; Spectral clustering; Federated learning; Blockchain; Pearson correlation coefficient

With the increasing importance of machine learning, the privacy and security of training data have become a concern. Federated learning, which stores data in distributed nodes and shares only model parameters, has gained significant attention for addressing this concern. However, a challenge arises...