A Comparative Analysis of Federated Learning Techniques on On-Demand Platforms in Supporting Modern Web Browser Applications

On-device learning, such as federated learning, is gaining more popularity. It benefits users with faster inference and privacy preservation. However, the heterogeneity of personal devices makes its deployment not easy. With the increasing need for an on-demand learning platform, the web browser has...

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Veröffentlicht in:	IEEE ... International Conference on Trust, Security and Privacy in Computing and Communications (Online) S. 2601 - 2606
Hauptverfasser:	Brennaf, Muhammad Senoyodha, Yang, Po, Lanfranchi, Vitaveska
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.11.2023
Schlagworte:	Browsers Federated learning mobile Performance evaluation Privacy Servers Training Transfer learning web browser
ISSN:	2324-9013
Online-Zugang:	Volltext
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