One of the challenges in Connected and Autonomous Vehicles (CAVs) and Vehicular Ad Hoc Networks (VANETs) is jamming attacks. These attacks present safety concerns and may render the whole communication network ineffective. Designing an anti-jamming solution for CAVs and VANETs is non-trivial because every jamming scenario presents itself with unique characteristics. In this paper, we extend our previous work in Alam (2021) by proposing a scheme that localizes jamming vehicles, maps the jammed area, and prevents the jamming vehicles from sending and/or receiving beacons in the network. To achieve these objectives, we apply Centroid Localization (CL), Graham Scan Hull Algorithm (GSHA), and bloom filter data structure. The novelties of our work are three-fold. 1) We dynamically change the X, Y positions and radii of the jamming vehicles. 2) We implement multiple jamming attack scenarios with multiple jammers and varying number of vehicles. 3) We prevent the jamming vehicles from sending messages in the network. Simulation results show that on average, our model achieves an accuracy of 97.77%, a precision of 99.14%, a recall of 93.54%, and an F1 score of 96.03% for all the attack scenarios implemented.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    A Mechanism to Localize, Detect, and Prevent Jamming in Connected and Autonomous Vehicles (CAVs)


    Beteiligte:
    Alam, Md Shah (Autor:in) / Oluoch, Jared (Autor:in) / Kim, Junghwan (Autor:in)


    Erscheinungsdatum :

    01.02.2024


    Format / Umfang :

    9170726 byte




    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    A Survey on Cyber-Security of Connected and Autonomous Vehicles (CAVs)

    Sun, Xiaoqiang / Yu, F. Richard / Zhang, Peng | IEEE | 2022


    SYSTEM AND METHOD FOR JOINTLY CONTROLLING CONNECTED AUTONOMOUS VEHICLES (CAVS) AND MANUAL CONNECTED VEHICLES (MCVS)

    DI CAIRANO STEFANO / FIROOZI ROYA / QUIRYNEN RIEN | Europäisches Patentamt | 2024

    Freier Zugriff

    SYSTEM AND METHOD ENABLING CONNECTED AND AUTONOMOUS VEHICLES (CAVS) USING WIRELESS COMMUNICATION

    GORE ANIKET VIJAY | Europäisches Patentamt | 2024

    Freier Zugriff

    System and Method for Jointly Controlling Connected Autonomous Vehicles (CAVs) and Manual Connected Vehicles (MCVs)

    DI CAIRANO STEFANO / FIROOZI ROYA / QUIRYNEN RIEN | Europäisches Patentamt | 2023

    Freier Zugriff