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20192025
most citedDecentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges

581 citations · 1k across the 25 of their papers we have counts for

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cs.DC2023

Sentinel: An Aggregation Function to Secure Decentralized Federated Learning

Chao Feng, Alberto Huertas Celdrán, Janosch Baltensperger +4

Decentralized Federated Learning (DFL) emerges as an innovative paradigm to train collaborative models, addressing the single point of failure limitation. However, the security and…