03446nam a22005775i 4500 978-3-031-60701-1 DE-He213 20251030112332.0 cr nn 008mamaa 240601s2024 sz | s |||| 0|eng d 9783031607011 978-3-031-60701-1 10.1007/978-3-031-60701-1 doi TK5105.8857 UT bicssc COM043000 bisacsh UT thema Sagar, Subhash. author. aut http://id.loc.gov/vocabulary/relators/aut 79341 Towards Resilient Social IoT Sensors and Networks [electronic resource] : A Trust Management Approach / by Subhash Sagar, Adnan Mahmood, Quan Z. Sheng. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XIV, 114 p. 38 illus., 37 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Smart Sensors, Measurement and Instrumentation, 2194-8410 ; 48 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. 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. Internet of things. 58845 Materials. Detectors. 66510 Machine learning. 55059 Internet of Things. 58845 Sensors and biosensors. 66512 Machine Learning. 55059 Mahmood, Adnan. author. aut http://id.loc.gov/vocabulary/relators/aut 79342 Sheng, Quan Z. author. (orcid)0000-0002-3326-4147 https://orcid.org/0000-0002-3326-4147 aut http://id.loc.gov/vocabulary/relators/aut 79343 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031607004 Printed edition: 9783031607028 Printed edition: 9783031607035 Smart Sensors, Measurement and Instrumentation, 2194-8410 ; 48 67547 https://doi.org/10.1007/978-3-031-60701-1 ZDB-2-ENG ZDB-2-SXE 61029 61029