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 proceedingConference proceeding

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 languageEnglish
Title of host publication2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)
PublisherIEEE
Number of pages7
ISBN (Electronic)978-1-7281-5052-9
ISBN (Print)978-1-7281-5053-6
DOIs
Publication statusPublished - 16 Mar 2020
Event16th International Conference on Computer Systems and Applications - Abu Dhabi, United Arab Emirates
Duration: 3 Nov 20197 Nov 2019

Publication series

NameProceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA
Volume2019-November
ISSN (Print)2161-5322
ISSN (Electronic)2161-5330

Conference

Conference16th International Conference on Computer Systems and Applications
Abbreviated titleAICCSA
CountryUnited Arab Emirates
CityAbu Dhabi
Period3/11/197/11/19

Bibliographical note

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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

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