Design and evaluation of a novel hierarchical trust assessment approach for vehicular networks

Hesham El Sayed, Sherali Zeadally, Deepak Puthal

    Research output: Contribution to journalArticlepeer-review

    13 Citations (Scopus)

    Abstract

    In vehicular networks, vehicles communicate with each other and transfer messages to enhance the safety of both commuters and vehicles. Trust management in these networks has become a key issue because of the selfish behavior that is frequently exhibited by some vehicles. Most of the existing trust management schemes for vehicular networks schemes have adopted cryptographic techniques, which require high computation time and high network resource utilization. We propose a Hierarchical Trust Management System (HTMS) that relies on the trust metric computation for every individual vehicle. We also propose a systematic approach based on trust evaluation, trust propagation and trust aggregation to compute the trustworthiness of vehicles. Initially, the trust evaluation scheme computes a local trust score based on a behavioral analysis. Next, the proposed trust propagation model shares the computed local trust score to neighboring vehicles using a platoon-based dissemination technique. Based on the local trust score and propagated trust opinions, our aggregation technique computes a Global Trust score (GTS) using Dempster-Shafer theory. Finally, based on the computed GTS score, the proposed system invokes an action module to reward or punish vehicles. The simulation results obtained show that the proposed system is highly resilient to trust-based attacks and enables trustworthy peers to generate a higher number of data transfers within the network.

    Original languageEnglish
    Article number100227
    JournalVehicular Communications
    Volume24
    DOIs
    Publication statusPublished - Aug 2020

    Keywords

    • Intelligent transportation systems
    • Trust management
    • Vehicular networks

    ASJC Scopus subject areas

    • Automotive Engineering
    • Electrical and Electronic Engineering

    Fingerprint

    Dive into the research topics of 'Design and evaluation of a novel hierarchical trust assessment approach for vehicular networks'. Together they form a unique fingerprint.

    Cite this