RingFFL: A Ring-Architecture-Based Fair Federated Learning Framework

In the ring-architecture-based federated learning framework, security and fairness are severely compromised when dishonest clients abort the training process after obtaining useful information. To solve the problem, we propose a <b>Ring-</b> architecture-based <b>F</b>air <...

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Bibliographic Details
Main Authors: Lu Han, Xiaohong Huang, Dandan Li, Yong Zhang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Future Internet
Subjects:
Online Access:https://www.mdpi.com/1999-5903/15/2/68