Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications

In the realm of machine learning (ML) systems featuring client-host connections, the enhancement of privacy security can be effectively achieved through federated learning (FL) as a secure distributed ML methodology. FL effectively integrates cloud infrastructure to transfer ML models onto edge serv...

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Veröffentlicht in:	arXiv.org 2023-10
Hauptverfasser:	Akhtarshenas, Azim, Mohammad Ali Vahedifar, Ayoobi, Navid, Maham, Behrouz, Alizadeh, Tohid, Ebrahimi, Sina
Format:	Artikel
Sprache:	eng
Schlagworte:	Communication networks Cryptography Data storage Edge computing Internet of Things Machine learning Privacy Resource allocation System effectiveness
Online-Zugang:	Volltext
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