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A novel Internet of Things and federated learning-based privacy protection in blockchain technology

Shoayee Dlaim Alotaibi (College of Computer Science and Engineering, University of Ha'il, Ha'il, Saudi Arabia)

International Journal of Pervasive Computing and Communications

ISSN: 1742-7371

Article publication date: 10 August 2022

63

Abstract

Purpose

Be that as it may, BC is computationally costly, has restricted versatility and brings about critical transmission capacity upward and postpones, those seems not to be fit with Internet of Things (IoT) setting. A lightweight scalable blockchain (LSB) which is improved toward IoT necessities is suggested by the authors and investigates LSB within brilliant house setup like an agent model to enable more extensive IoT apps. Less asset gadgets inside brilliant house advantage via any unified chief which lays out common units for correspondence also cycles generally approaching and active solicitations.

Design/methodology/approach

Federated learning and blockchain (BC) have drawn in huge consideration due to the unchanging property and the relevant safety measure and protection benefits. FL and IoT safety measures’ difficulties can be conquered possibly by BC.

Findings

LSB accomplishes fragmentation through shaping any overlaid web with more asset gadgets mutually deal with a public BC and federated learning which assures complete protection also security.

Originality/value

This overlaid is coordinated as without error bunches and reduces extra efforts, also batch leader will be with answer to handle commonly known BCs. LSB joins some of advancements which also includes computations related to lesser weighing agreement, optimal belief also throughput regulatory body.

Keywords

Citation

Alotaibi, S.D. (2022), "A novel Internet of Things and federated learning-based privacy protection in blockchain technology", International Journal of Pervasive Computing and Communications, Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/IJPCC-03-2022-0123

Publisher

:

Emerald Publishing Limited

Copyright © 2022, Emerald Publishing Limited

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