Dempster-Shafer evidence theory based trust management strategy against cooperative black hole attacks and gray hole attacks in MANETs

Bo Yang, Ryo Yamamoto, Yoshiaki Tanaka

    研究成果: Conference contribution

    15 引用 (Scopus)

    抄録

    The MANETs have been experiencing exponential growth in the past decade. However, their vulnerability to various attacks makes the security problem extremely prominent. The main reasons are its distributed, self-organized and infrastructure independent natures. As concerning these problems, trust management scheme is a common way to detect and isolate the compromised nodes when a cryptography mechanism shows a failure facing inner attacks. Among huge numbers of attacks, black hole attack may collapse the network by depriving the route of the normal communication. The conventional proposed method achieved good performance facing black hole attack, while failing to detect gray hole attacks. In this paper, a Dempster-Shafer (D-S) evidence based trust management strategy is proposed to conquer not only cooperative black hole attack but also gray hole attack. In the proposed method, a neighbour observing model based on watchdog mechanism is used to detect single black hole attack by focusing on the direct trust value (DTV). Historical evidence is also taken into consideration to go against gray hole attacks. Then, a neighbour recommendation model companied with indirect trust value (ITV) is used to figure out the cooperative black hole attack. D-S evidence theory is implemented to combine ITVs from different neighbours. Some of the neighbour nodes may declare a false ITV, which effect can also be diminished through the proposed method. The simulation is firstly conducted in the Matlab to evaluate the performance of the algorithm. Then the security routing protocol is implemented in the GloMoSim to evaluate the effectiveness of the strategy. Both of them show good results and demonstrate the advantages of proposed method by punishing malicious actions to prevent the camouflage and deception in the attacks.

    元の言語English
    ホスト出版物のタイトルInternational Conference on Advanced Communication Technology, ICACT
    出版者Institute of Electrical and Electronics Engineers Inc.
    ページ223-232
    ページ数10
    ISBN(印刷物)9788996865032
    DOI
    出版物ステータスPublished - 2014
    イベント16th International Conference on Advanced Communication Technology: Content Centric Network Innovation!, ICACT 2014 - PyeongChang
    継続期間: 2014 2 162014 2 19

    Other

    Other16th International Conference on Advanced Communication Technology: Content Centric Network Innovation!, ICACT 2014
    PyeongChang
    期間14/2/1614/2/19

    Fingerprint

    Camouflage
    Routing protocols
    Cryptography
    Communication

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

    これを引用

    Yang, B., Yamamoto, R., & Tanaka, Y. (2014). Dempster-Shafer evidence theory based trust management strategy against cooperative black hole attacks and gray hole attacks in MANETs. : International Conference on Advanced Communication Technology, ICACT (pp. 223-232). [6779177] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICACT.2014.6779177

    Dempster-Shafer evidence theory based trust management strategy against cooperative black hole attacks and gray hole attacks in MANETs. / Yang, Bo; Yamamoto, Ryo; Tanaka, Yoshiaki.

    International Conference on Advanced Communication Technology, ICACT. Institute of Electrical and Electronics Engineers Inc., 2014. p. 223-232 6779177.

    研究成果: Conference contribution

    Yang, B, Yamamoto, R & Tanaka, Y 2014, Dempster-Shafer evidence theory based trust management strategy against cooperative black hole attacks and gray hole attacks in MANETs. : International Conference on Advanced Communication Technology, ICACT., 6779177, Institute of Electrical and Electronics Engineers Inc., pp. 223-232, 16th International Conference on Advanced Communication Technology: Content Centric Network Innovation!, ICACT 2014, PyeongChang, 14/2/16. https://doi.org/10.1109/ICACT.2014.6779177
    Yang B, Yamamoto R, Tanaka Y. Dempster-Shafer evidence theory based trust management strategy against cooperative black hole attacks and gray hole attacks in MANETs. : International Conference on Advanced Communication Technology, ICACT. Institute of Electrical and Electronics Engineers Inc. 2014. p. 223-232. 6779177 https://doi.org/10.1109/ICACT.2014.6779177
    Yang, Bo ; Yamamoto, Ryo ; Tanaka, Yoshiaki. / Dempster-Shafer evidence theory based trust management strategy against cooperative black hole attacks and gray hole attacks in MANETs. International Conference on Advanced Communication Technology, ICACT. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 223-232
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