Evidence theory-based trust management for the Social Internet of Vehicles

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dc.contributor.authorShamaeian, Nasrinen
dc.contributor.authorPesch, Dirken
dc.contributor.funderScience Foundation Irelanden
dc.date.accessioned2025-01-22T16:14:23Z
dc.date.available2025-01-22T16:14:23Z
dc.date.issued2024-09-09en
dc.description.abstractThe Social Internet of Vehicles (SIoV) is a concept combining the principles of vehicular and social networks, where entities, such as vehicles, drivers, passengers and infrastructure, share information not only for intelligent transportation or cooperative mobility needs, but also using social network principles. Trust in the information exchanged between vehicles in a vehicular network is paramount to achieving safety and reliability of transportation. We propose a trust management model for SIoV that integrates entity trust from direct interactions between vehicles, indirect trust from recommendations, and social trust reflecting the drivers’ social attributes. We utilize Dempster–Shafer Theory to effectively manage inherent uncertainties within this network, enabling robust aggregation of various trust evidences. Our simulation results show the effectiveness of our model in accurately identifying and mitigating malicious entities within the network performing trust-related attacks. Published in: 2024 IEEE 49th Conference on Local Computer Networks (LCN)en
dc.description.statusPeer revieweden
dc.description.versionAccepted Versionen
dc.format.mimetypeapplication/pdfen
dc.identifier.citationShamaeian, N. and Pesch, D. (2024) 'Evidence theory-based trust management for the Social Internet of Vehicles', 2024 IEEE 49th Conference on Local Computer Networks (LCN), Normandy, France, 8-10 October 2024, pp. 1-7. https://doi.org/10.1109/LCN60385.2024.10639654en
dc.identifier.doihttps://doi.org/10.1109/LCN60385.2024.10639654en
dc.identifier.eissn2832-1421en
dc.identifier.endpage7en
dc.identifier.isbn979-8-3503-8800-8en
dc.identifier.isbn979-8-3503-8801-5en
dc.identifier.issn2831-7742en
dc.identifier.startpage1en
dc.identifier.urihttps://hdl.handle.net/10468/16880
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.relation.ispartof2024 IEEE 49th Conference on Local Computer Networks (LCN), Normandy, France, 8-10 October 2024en
dc.relation.projectinfo:eu-repo/grantAgreement/SFI/SFI Research Centres Programme::Phase 2/13/RC/2077_P2/IE/CONNECT_Phase 2/en
dc.rights© 2024, IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en
dc.subjectTrust managementen
dc.subjectInternet of Vehiclesen
dc.subjectSocial IoVen
dc.subjectDempster-Shafer theoryen
dc.titleEvidence theory-based trust management for the Social Internet of Vehiclesen
dc.typeConference itemen
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