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Research of trust model based on fuzzy theory in mobile ad hoc networks

  • Qingdao University
  • Shandong University
  • University of Texas at Dallas

科研成果: 期刊稿件文章同行评审

摘要

The performance of ad hoc networks depends on the cooperative and trust nature of the distributed nodes. To enhanc security in ad hoc networks, it is important to evaluate the trustworthiness of other nodes without central authorities. An informationtheoretic framework is presented, to quantitatively measure trust and build a novel trust model (FAPtrust) with multiple trust decision factors. These decision factors are incorporated to reflect trust relationship's complexity and uncertainty in various angles. The weight of these factors is set up using fuzzy analytic hierarchy process theory based on entropy weight method, which makes the model has a better rationality. Moreover, the fuzzy logic rules prediction mechanism is adopted to update a node's trust for future decision-making. As an application of this model, a novel reactive trust-based multicast routing protocol is proposed. This new trusted protocol provides a flexible and feasible approach in routing decision-making, taking into account both the trust constraint and the malicious node detection in multi-agent systems. Comprehensive experiments have been conducted to evaluate the efficiency of trust model and multicast trust enhancement in the improvement of network interaction quality, trust dynamic adaptability, malicious node identification, attack resistance and enhancements of system's security.

源语言英语
页(从-至)88-103
页数16
期刊IET Information Security
8
2
DOI
出版状态已出版 - 2014
已对外发布

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