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

    研究成果: Conference contribution

    1 引用 (Scopus)

    抄録

    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.

    元の言語English
    ホスト出版物のタイトルGLOBECOM - IEEE Global Telecommunications Conference
    DOI
    出版物ステータスPublished - 2010
    イベント53rd IEEE Global Communications Conference, GLOBECOM 2010 - Miami, FL
    継続期間: 2010 12 62010 12 10

    Other

    Other53rd IEEE Global Communications Conference, GLOBECOM 2010
    Miami, FL
    期間10/12/610/12/10

    Fingerprint

    Integrated control
    Intrusion detection
    Access control
    Wireless sensor networks
    Decision trees

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

    これを引用

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

    GLOBECOM - IEEE Global Telecommunications Conference. 2010. 5683984.

    研究成果: Conference contribution

    Wu, J & Shimamoto, S 2010, Integrated UCON-based access control and adaptive intrusion detection for wireless sensor networks. : 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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