Towards Resilient Social IoT Sensors and Networks : A Trust Management Approach (Smart Sensors, Measurement and Instrumentation)

Sagar, Subhash/ Mahmood, Adnan/ Sheng, Quan Z.

Springer International Publishing AG（2024/06発売）

• 製本 Hardcover:ハードカバー版／ページ数 114 p.
• 言語 ENG
• 商品コード 9783031607004

Full Description

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

Contents

Introduction.- Understanding the Trustworthiness Management in the SIoT Network.- Towards Trust Quantification in the SIoT Network.- A Machine Learning based Trust Computational Heuristic for the SIoT Network.- Towards Trustworthy Object Classification in the SIoT Network.- Summary and Future Directions of the Book.