An Energy-efficient and Privacy-aware Decomposition Framework for Edge-assisted Federated Learning

Deep Learning (DL) is an essential technology for modern intelligent sensor network and interactive multimedia applications, having problems with user data privacy when training on a central cloud. While Federated Learning (FL) motivates to preserve user privacy, it also causes new problems of lower...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	ACM transactions on sensor networks 2022-11, Vol.18 (4), p.1-24, Article 53
Hauptverfasser:	Shi, Yimin, Duan, Haihan, Yang, Lei, Cai, Wei
Format:	Artikel
Sprache:	eng
Schlagworte:	Computing methodologies Distributed algorithms Machine learning Privacy protections Security and privacy Theory of computation
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!