Towards Resilient Social IoT Sensors and Networks

£109.99

Towards Resilient Social IoT Sensors and Networks

A Trust Management Approach

Materials science Computer networking and communications Machine learning

Authors: Subhash Sagar, Adnan Mahmood, Quan Z. Sheng

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Collection: Smart Sensors, Measurement and Instrumentation

Language: English

Published by: Springer

Published on: 1st June 2024

Format: LCP-protected ePub

ISBN: 9783031607011


Introduction

This book, at first, explores the evolution of the IoT to SIoT and offers a comprehensive understanding of SIoT and trust management vis-à-vis SIoT. It subsequently envisages trust quantification models by employing key SIoT-specific trust features, including SIoT relationships (e.g., friendships, working relationships, and community-of-interest), direct observations, and indirect observations, to augment the idea of trust quantification of a SIoT object.

Trust Aggregation Techniques

Furthermore, diverse trust aggregation techniques, i.e., conventional weighted sum, machine learning, and artificial neural networks, are proposed so as to address the challenges of the trust aggregation.

Future Directions

Finally, the book outlines the future research directions for emphasizing the importance of trustworthiness management in the evolving notion of the SIoT.

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