Integrated UCON-based access control and adaptive intrusion detection for wireless sensor networks

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)

    Abstract

    In Wireless Sensor Networks (WSNs), current intrusion detection systems (IDSs) work in isolation from access control. The lack of interoperation between these components can not provide enough security for WSNs. To address this, we propose a new framework to integrate access control and intrusion detection (ID) to improve the security of WSNs. Moreover, we perform access control based on usage control (UCON), so that our scheme can provide mutable attributes and continuous access decision. We also develop an adaptive decision tree construction mechanism for intrusion detection. Besides normal attacks, our scheme can defense against sophisticated ongoing attacks and unknown attacks in WSNs. An instance of policy is simulated to evaluate the overhead coursed by our scheme. The implementation results support the feasibility of using our scheme in WSNs. Also, the security evaluation is done. The results show that the proposed scheme can provide higher security than traditional security schemes.

    Original languageEnglish
    Title of host publicationGLOBECOM - IEEE Global Telecommunications Conference
    DOIs
    Publication statusPublished - 2010
    Event53rd IEEE Global Communications Conference, GLOBECOM 2010 - Miami, FL
    Duration: 2010 Dec 62010 Dec 10

    Other

    Other53rd IEEE Global Communications Conference, GLOBECOM 2010
    CityMiami, FL
    Period10/12/610/12/10

    Fingerprint

    Integrated control
    Intrusion detection
    Access control
    Wireless sensor networks
    Decision trees

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

    Cite this

    Integrated UCON-based access control and adaptive intrusion detection for wireless sensor networks. / Wu, Jun; Shimamoto, Shigeru.

    GLOBECOM - IEEE Global Telecommunications Conference. 2010. 5683984.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Wu, J & Shimamoto, S 2010, Integrated UCON-based access control and adaptive intrusion detection for wireless sensor networks. in GLOBECOM - IEEE Global Telecommunications Conference., 5683984, 53rd IEEE Global Communications Conference, GLOBECOM 2010, Miami, FL, 10/12/6. https://doi.org/10.1109/GLOCOM.2010.5683984
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    abstract = "In Wireless Sensor Networks (WSNs), current intrusion detection systems (IDSs) work in isolation from access control. The lack of interoperation between these components can not provide enough security for WSNs. To address this, we propose a new framework to integrate access control and intrusion detection (ID) to improve the security of WSNs. Moreover, we perform access control based on usage control (UCON), so that our scheme can provide mutable attributes and continuous access decision. We also develop an adaptive decision tree construction mechanism for intrusion detection. Besides normal attacks, our scheme can defense against sophisticated ongoing attacks and unknown attacks in WSNs. An instance of policy is simulated to evaluate the overhead coursed by our scheme. The implementation results support the feasibility of using our scheme in WSNs. Also, the security evaluation is done. The results show that the proposed scheme can provide higher security than traditional security schemes.",
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