TY - BOOK
T1 - Towards resilient social IoT sensors and networks
T2 - a trust management approach
AU - Sagar, Subhash
AU - Mahmood, Adnan
AU - Sheng, Quan Z
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - SIoT Ecosystem
KW - Intelligent Devices
KW - Social Internet of Things
KW - Trust Computational Heuristics
KW - Machine Learning
UR - https://www.scopus.com/pages/publications/105000075075
U2 - 10.1007/978-3-031-60701-1
DO - 10.1007/978-3-031-60701-1
M3 - Book
SN - 9783031607004
SN - 9783031607035
T3 - Smart Sensors, Measurement and Instrumentation
BT - Towards resilient social IoT sensors and networks
PB - Springer, Springer Nature
CY - Cham
ER -