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@inproceedings{2255197,
author = {Bangui, Hind and Bühnová, Barbora and Ge, Mouzhi},
address = {Neuveden},
booktitle = {The 14th International Conference on Ambient Systems, Networks and Technologies (ANT 2023)},
doi = {http://dx.doi.org/10.1016/j.procs.2023.03.070},
keywords = {Trust Management; AI; SIoT; IoT; Ethics; Cyber-physical systems},
howpublished = {elektronická verze "online"},
language = {eng},
location = {Neuveden},
pages = {553-560},
publisher = {Elsevier},
title = {Social Internet of Things: Ethical AI Principles in Trust Management},
url = {https://doi.org/10.1016/j.procs.2023.03.070},
year = {2023}
}
TY - JOUR
ID - 2255197
AU - Bangui, Hind - Bühnová, Barbora - Ge, Mouzhi
PY - 2023
TI - Social Internet of Things: Ethical AI Principles in Trust Management
PB - Elsevier
CY - Neuveden
KW - Trust Management
KW - AI
KW - SIoT
KW - IoT
KW - Ethics
KW - Cyber-physical systems
UR - https://doi.org/10.1016/j.procs.2023.03.070
N2 - Trust management has become a fundamental requirement for Social Internet of Things (SIoT) to enable a trustworthy social network of smart objects necessary for enhancing the security and reliability of cyber-physical systems. To increase the credibility scores in trust management, AI (Artificial Intelligence) has been adopted. However, the current need for digital acceleration has brought ethical concerns related to the smartness and social consciousness of autonomous objects, which leads to a question whether AI-based trust management is ready to deal with these concerns. In this paper, we consider 11 ethical dimensions within the context of trust management in SIoT. Then, we examine the existing AI-based trust models in the context of SIoT and its related application domains to assess their maturity in terms of the 11 ethical dimensions. The evaluation results show how trust management can be improved by AI ethical principles in vehicular networks and underwater acoustic sensor networks.
ER -
BANGUI, Hind, Barbora BÜHNOVÁ a Mouzhi GE. Social Internet of Things: Ethical AI Principles in Trust Management. Online. In \textit{The 14th International Conference on Ambient Systems, Networks and Technologies (ANT 2023)}. Neuveden: Elsevier, 2023, s.~553-560. ISSN~1877-0509. Dostupné z: https://dx.doi.org/10.1016/j.procs.2023.03.070.
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