A dual-aggregation approach to fortify federated learning against poisoning attacks in IoTs

Federated learning is gaining much popularity for edge devices. It offers a decentralized approach with strong privacy-preserving capabilities. It has been widely used to secure many edge devices. IoTs also utilize federated learning for an extensive range of security applications. Nevertheless, fed...

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Bibliographic Details

Published in:	Array
Main Authors:	Muawya Al Dalaien, Ruzat Ullah, Qasem Abu Al-Haija
Format:	Article
Language:	English
Published:	Elsevier 2025-12-01
Subjects:	Federated learning Privacy-preserving Poisoning attacks Data aggregation Internet of Things
Online Access:	http://www.sciencedirect.com/science/article/pii/S259000562500147X