Differential Privacy Federated Learning: A Comprehensive Review

Federated Learning (FL) has received a lot of attention lately when it comes to protecting data privacy, especially in industries with sensitive data like healthcare, banking, and the Internet of Things (IoT). However, although FL protects privacy by not sharing raw data, the information transfer du...

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Veröffentlicht in:	International journal of advanced computer science & applications Jg. 15; H. 7
Hauptverfasser:	Shan, Fangfang, Mao, Shiqi, Lu, Yanlong, Li, Shuaifeng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	West Yorkshire Science and Information (SAI) Organization Limited 2024
Schlagworte:	Adaptive sampling Algorithms Federated learning Information transfer Internet of Things Machine learning Privacy Query processing Random noise
ISSN:	2158-107X, 2156-5570
Online-Zugang:	Volltext
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