On the Design, Development and Implementation of Trust Evaluation Mechanism in Vehicular Networks

Farhan Ahmad; Asma Adnane; Chaker Abdelaziz Kerrache; Fatih Kurugollu; Iain Phillips

doi:10.1109/AICCSA47632.2019.9035312

On the Design, Development and Implementation of Trust Evaluation Mechanism in Vehicular Networks

Farhan Ahmad, Asma Adnane, Chaker Abdelaziz Kerrache, Fatih Kurugollu, Iain Phillips

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

5 Citations (Scopus)

128 Downloads (Pure)

Abstract

Vehicular Ad-hoc NETworks (VANET) have revolutionised the intelligent transportation systems. Indeed, they enable vehicles to communicate with each other and with the infrastructure, and they facilitate several vital applications in real-time. Several trust models have been proposed to ensure a secured VANET and the authenticity, integrity and reliability of information exchanged in the network. The concept of trust models is to introduce and implement trust explicitly in the vehicular nodes. In this paper, we propose a lightweight evaluation methodology to evaluate trust models, specifically designed for VANET. Our study focused on the three categories of VANET trust models (TMs): Entity-oriented Trust Models (ETM), Data oriented Trust Models (DTM) and Combined Trust Models (CTM). Our simulations evaluate the efficiency of the trust models and compare them against several trust related parameters: false positive rate, precision and accuracy level in detecting malicious nodes. Since the scope of this research work is to evaluate the performance of TMs under adversary conditions, we have considered on-off attacks which can act as man-in-the-middle to drop and delay transmitted packets.

Original language	English
Title of host publication	2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)
Publisher	IEEE
Number of pages	7
ISBN (Electronic)	978-1-7281-5052-9
ISBN (Print)	978-1-7281-5053-6
DOIs	https://doi.org/10.1109/AICCSA47632.2019.9035312
Publication status	Published - 16 Mar 2020
Externally published	Yes
Event	16th International Conference on Computer Systems and Applications - Abu Dhabi, United Arab Emirates Duration: 3 Nov 2019 → 7 Nov 2019

Publication series

Name	Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA
Volume	2019-November
ISSN (Print)	2161-5322
ISSN (Electronic)	2161-5330

Conference

Conference	16th International Conference on Computer Systems and Applications
Abbreviated title	AICCSA
Country/Territory	United Arab Emirates
City	Abu Dhabi
Period	3/11/19 → 7/11/19

Bibliographical note

© 2019 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.

Copyright © and Moral Rights are retained by the author(s) and/ or other copyright owners. A copy can be downloaded for personal non-commercial research or study, without prior permission or charge. This item cannot be reproduced or quoted extensively from without first obtaining permission in writing from the copyright holder(s). The content must not be changed in any way or sold commercially in any format or medium without the formal permission of the copyright holders.

Keywords

Intelligent Transportation Systems
Internet-of-Things
Smart Cities
Trust Models
Vehicular ad hoc networks

ASJC Scopus subject areas

Computer Networks and Communications
Computer Science Applications
Hardware and Architecture
Signal Processing
Control and Systems Engineering
Electrical and Electronic Engineering

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/AICCSA47632.2019.9035312

Post-PrintAccepted author manuscript, 823 KB

Cite this

Ahmad, F., Adnane, A., Kerrache, C. A., Kurugollu, F., & Phillips, I. (2020). On the Design, Development and Implementation of Trust Evaluation Mechanism in Vehicular Networks. In 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA) Article 9035312 (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; Vol. 2019-November). IEEE. https://doi.org/10.1109/AICCSA47632.2019.9035312

On the Design, Development and Implementation of Trust Evaluation Mechanism in Vehicular Networks. / Ahmad, Farhan; Adnane, Asma; Kerrache, Chaker Abdelaziz et al.
2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA). IEEE, 2020. 9035312 (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; Vol. 2019-November).

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

Ahmad, F, Adnane, A, Kerrache, CA, Kurugollu, F & Phillips, I 2020, On the Design, Development and Implementation of Trust Evaluation Mechanism in Vehicular Networks. in 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)., 9035312, Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA, vol. 2019-November, IEEE, 16th International Conference on Computer Systems and Applications, Abu Dhabi, United Arab Emirates, 3/11/19. https://doi.org/10.1109/AICCSA47632.2019.9035312

Ahmad F, Adnane A, Kerrache CA, Kurugollu F, Phillips I. On the Design, Development and Implementation of Trust Evaluation Mechanism in Vehicular Networks. In 2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA). IEEE. 2020. 9035312. (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA). doi: 10.1109/AICCSA47632.2019.9035312

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ER -

On the Design, Development and Implementation of Trust Evaluation Mechanism in Vehicular Networks

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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Cite this