On differential privacy for federated learning in wireless systems with multiple base stations

In this work, we consider a federated learning model in a wireless system with multiple base stations and inter‐cell interference. We apply a differentially private scheme to transmit information from users to their corresponding base station during the learning phase. We show the convergence behavi...

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Veröffentlicht in:	IET communications Jg. 18; H. 20; S. 1853 - 1867
Hauptverfasser:	Tavangaran, Nima, Chen, Mingzhe, Yang, Zhaohui, Da Silva, José Mairton B., Poor, H. Vincent
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Wiley 01.12.2024
Schlagworte:	Computer Science with specialization in Computer Communication data privacy Datavetenskap med inriktning mot datorkommunikation differential privacy federated learning optimization scheduling wireless channels wireless communications
ISSN:	1751-8628, 1751-8636, 1751-8636
Online-Zugang:	Volltext
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