A flexible, subjective logic-based framework for misbehavior detection in V2V networks

Stefan Dietzel, R. van der Heijden, Rens van der Heijden, Hendrik Decke, Frank Kargl

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    21 Citations (Scopus)

    Abstract

    Vehicle to Vehicle (V2V) and Vehicle to Infrastruc- ture (V2I) communication aims to increase safety, efficiency, and comfort of drivers. Vehicles periodically broadcast their current status, such as position, velocity, and other information. Received information is stored in a local knowledge base, often called world model, and used for application decisions. Because of the potential impact, V2V communication is an interesting target for malicious attackers. Message integrity protection using cryptographic signatures only protects against outsider attackers. In addition to signatures, misbehavior detection mechanisms comparable to intrusion detection systems (IDS) are needed to detect insider attackers. Given the complexity and large number of foreseen V2V and V2I applications, misbehavior detection cannot be a one-size-fits-all solution. In this paper, we present a flexible framework that can combine a range of different misbehavior detection mechanisms by modeling their outputs using subjective logic. We demonstrate the feasibility of our framework by using a combination of existing detection mechanisms to increase their misbehavior detection results.
    Original languageUndefined
    Title of host publicationIEEE 15th International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2014
    Place of PublicationUSA
    PublisherIEEE
    Pages513-516
    Number of pages6
    ISBN (Print)978-1-4799-4785-0
    DOIs
    Publication statusPublished - Jun 2014
    EventIEEE 15th International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2014 - Sydney, Australia
    Duration: 16 Jun 201419 Jun 2014
    Conference number: 15

    Publication series

    Name
    PublisherIEEE

    Conference

    ConferenceIEEE 15th International Symposium on A World of Wireless, Mobile and Multimedia Networks, WoWMoM 2014
    Abbreviated titleWoWMoM 2014
    CountryAustralia
    CitySydney
    Period16/06/1419/06/14

    Keywords

    • SCS-Cybersecurity
    • METIS-309784
    • vehicle to vehicle communication
    • vehicular ad hoc networks
    • logic based framework
    • message integrity protection
    • cryptographic signatures
    • EWI-25516
    • world model
    • V2V networks
    • Uncertainty
    • Vehicles
    • Cryptography
    • Misbehavior Detection
    • Detectors
    • Roads
    • IR-94309
    • vehicle to infrastructure communication

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