Historical evidence based trust management strategy against black hole attacks in MANET

Bo Yang, Ryo Yamamoto, Yoshiaki Tanaka

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

    16 Citations (Scopus)

    Abstract

    Distributed, self-organized and infrastructure-independent nature of MANET makes it vulnerable to various kinds of attacks. Among them, a threat caused by black hole attack is more prominent. A trust management scheme is a common way to detect and isolate the compromised nodes while a cryptography mechanism shows a failure facing to inner attacks. The previous work proposed two simple models along with trust computation methods to filter out black hole nodes using the benevolent ones and achieved better performance against pure black hole attacks. In this study, a method to prevent gray hole attack, one kind of black hole attack, which is more cunning and clandestine attack is proposed. The neighbour observing model based on watchdog concept is focused on the direct trust value (DTV) to detect single black hole attack. Historical evidence is also taken into consideration against gray hole attacks. Moreover, the neighbour recommendation model that companied with indirect trust value (ITV) is used to detect the cooperative black hole attacks. On the other hand, the proposed method tries to balance the trust values from different neighbour nodes to mitigate the damage by their deceiving. The simulation results demonstrate the advantages of proposed method by punishing malicious actions to prevent the camouflage and deception in the attack.

    Original languageEnglish
    Title of host publicationInternational Conference on Advanced Communication Technology, ICACT
    Pages394-399
    Number of pages6
    Publication statusPublished - 2012
    Event14th International Conference on Advanced Communication Technology, ICACT 2012 - PyeongChang
    Duration: 2012 Feb 192012 Feb 22

    Other

    Other14th International Conference on Advanced Communication Technology, ICACT 2012
    CityPyeongChang
    Period12/2/1912/2/22

    Fingerprint

    Camouflage
    Cryptography

    Keywords

    • Black hole attack
    • Direct trust value
    • Grey hole attack
    • Historical evidence
    • Indirect trust value
    • MANET
    • Trust management strategy

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering

    Cite this

    Yang, B., Yamamoto, R., & Tanaka, Y. (2012). Historical evidence based trust management strategy against black hole attacks in MANET. In International Conference on Advanced Communication Technology, ICACT (pp. 394-399). [6174693]

    Historical evidence based trust management strategy against black hole attacks in MANET. / Yang, Bo; Yamamoto, Ryo; Tanaka, Yoshiaki.

    International Conference on Advanced Communication Technology, ICACT. 2012. p. 394-399 6174693.

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

    Yang, B, Yamamoto, R & Tanaka, Y 2012, Historical evidence based trust management strategy against black hole attacks in MANET. in International Conference on Advanced Communication Technology, ICACT., 6174693, pp. 394-399, 14th International Conference on Advanced Communication Technology, ICACT 2012, PyeongChang, 12/2/19.
    Yang B, Yamamoto R, Tanaka Y. Historical evidence based trust management strategy against black hole attacks in MANET. In International Conference on Advanced Communication Technology, ICACT. 2012. p. 394-399. 6174693
    Yang, Bo ; Yamamoto, Ryo ; Tanaka, Yoshiaki. / Historical evidence based trust management strategy against black hole attacks in MANET. International Conference on Advanced Communication Technology, ICACT. 2012. pp. 394-399
    @inproceedings{5f0e5e679bde483698063d4bba576e3d,
    title = "Historical evidence based trust management strategy against black hole attacks in MANET",
    abstract = "Distributed, self-organized and infrastructure-independent nature of MANET makes it vulnerable to various kinds of attacks. Among them, a threat caused by black hole attack is more prominent. A trust management scheme is a common way to detect and isolate the compromised nodes while a cryptography mechanism shows a failure facing to inner attacks. The previous work proposed two simple models along with trust computation methods to filter out black hole nodes using the benevolent ones and achieved better performance against pure black hole attacks. In this study, a method to prevent gray hole attack, one kind of black hole attack, which is more cunning and clandestine attack is proposed. The neighbour observing model based on watchdog concept is focused on the direct trust value (DTV) to detect single black hole attack. Historical evidence is also taken into consideration against gray hole attacks. Moreover, the neighbour recommendation model that companied with indirect trust value (ITV) is used to detect the cooperative black hole attacks. On the other hand, the proposed method tries to balance the trust values from different neighbour nodes to mitigate the damage by their deceiving. The simulation results demonstrate the advantages of proposed method by punishing malicious actions to prevent the camouflage and deception in the attack.",
    keywords = "Black hole attack, Direct trust value, Grey hole attack, Historical evidence, Indirect trust value, MANET, Trust management strategy",
    author = "Bo Yang and Ryo Yamamoto and Yoshiaki Tanaka",
    year = "2012",
    language = "English",
    isbn = "9788955191639",
    pages = "394--399",
    booktitle = "International Conference on Advanced Communication Technology, ICACT",

    }

    TY - GEN

    T1 - Historical evidence based trust management strategy against black hole attacks in MANET

    AU - Yang, Bo

    AU - Yamamoto, Ryo

    AU - Tanaka, Yoshiaki

    PY - 2012

    Y1 - 2012

    N2 - Distributed, self-organized and infrastructure-independent nature of MANET makes it vulnerable to various kinds of attacks. Among them, a threat caused by black hole attack is more prominent. A trust management scheme is a common way to detect and isolate the compromised nodes while a cryptography mechanism shows a failure facing to inner attacks. The previous work proposed two simple models along with trust computation methods to filter out black hole nodes using the benevolent ones and achieved better performance against pure black hole attacks. In this study, a method to prevent gray hole attack, one kind of black hole attack, which is more cunning and clandestine attack is proposed. The neighbour observing model based on watchdog concept is focused on the direct trust value (DTV) to detect single black hole attack. Historical evidence is also taken into consideration against gray hole attacks. Moreover, the neighbour recommendation model that companied with indirect trust value (ITV) is used to detect the cooperative black hole attacks. On the other hand, the proposed method tries to balance the trust values from different neighbour nodes to mitigate the damage by their deceiving. The simulation results demonstrate the advantages of proposed method by punishing malicious actions to prevent the camouflage and deception in the attack.

    AB - Distributed, self-organized and infrastructure-independent nature of MANET makes it vulnerable to various kinds of attacks. Among them, a threat caused by black hole attack is more prominent. A trust management scheme is a common way to detect and isolate the compromised nodes while a cryptography mechanism shows a failure facing to inner attacks. The previous work proposed two simple models along with trust computation methods to filter out black hole nodes using the benevolent ones and achieved better performance against pure black hole attacks. In this study, a method to prevent gray hole attack, one kind of black hole attack, which is more cunning and clandestine attack is proposed. The neighbour observing model based on watchdog concept is focused on the direct trust value (DTV) to detect single black hole attack. Historical evidence is also taken into consideration against gray hole attacks. Moreover, the neighbour recommendation model that companied with indirect trust value (ITV) is used to detect the cooperative black hole attacks. On the other hand, the proposed method tries to balance the trust values from different neighbour nodes to mitigate the damage by their deceiving. The simulation results demonstrate the advantages of proposed method by punishing malicious actions to prevent the camouflage and deception in the attack.

    KW - Black hole attack

    KW - Direct trust value

    KW - Grey hole attack

    KW - Historical evidence

    KW - Indirect trust value

    KW - MANET

    KW - Trust management strategy

    UR - http://www.scopus.com/inward/record.url?scp=84860567677&partnerID=8YFLogxK

    UR - http://www.scopus.com/inward/citedby.url?scp=84860567677&partnerID=8YFLogxK

    M3 - Conference contribution

    SN - 9788955191639

    SP - 394

    EP - 399

    BT - International Conference on Advanced Communication Technology, ICACT

    ER -