Articles with "ring architecture" as a keyword



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

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Published in 2023 at "Future Internet"

DOI: 10.3390/fi15020068

Abstract: 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 Ring- architecture-based Fair Federated Learning… read more here.

Keywords: ring architecture; federated learning; architecture based; learning framework ... See more keywords