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Novel approach of distributed & adaptive trust metrics for MANET

机译:MANET的分布式和自适应信任度量的新方法

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摘要

It is known to all that mobile ad hoc network (MANET) is more vulnerable to all sorts of malicious attacks which affects the reliability of data transmission because the network has the characteristics of wireless, multi-hop, etc. We put forward novel approach of distributed & adaptive trust metrics for MANET in this paper. Firstly, the method calculates the communication trust by using the number of data packets between nodes, and predicts the trust based on the trend of this value, and calculates the comprehensive trust by considering the history trust with the predict value; then calculates the energy trust based on the residual energy of nodes and the direct trust based on the communication trust and energy trust. Secondly, the method calculates the recommendation trust based on the recommendation reliability and the recommendation familiarity; adopts the adaptive weighting, and calculates the integrate direct trust by considering the direct trust with recommendation trust. Thirdly, according to the integrate direct trust, considering the factor of trust propagation distance, the indirect trust between nodes is calculated. The feature of the proposed method is its ability to discover malicious nodes which can partition the network by falsely reporting other nodes as misbehaving and then proceeds to protect the network. Simulation experiments and tests of the practical applications of MANET show that the proposed approach can effectively avoid the attacks of malicious nodes, besides, the calculated direct trust and indirect trust about normal nodes are more conformable to the actual situation.
机译:众所周知,由于移动自组织网络具有无线,多跳等特点,因此更容易受到各种恶意攻击的影响,从而影响数据传输的可靠性。针对MANET的分布式和自适应信任度量。首先,该方法利用节点之间的数据包数量来计算通信信任度,并根据该值的趋势来预测信任度,并通过考虑历史信任度与预测值来计算综合信任度;然后根据节点的剩余能量计算能量信任度,并根据通信信任度和能量信任度计算直接信任度。其次,该方法基于推荐可靠性和推荐熟悉度来计算推荐信任度。采用自适应加权,并通过考虑直接信任和推荐信任来计算综合直接信任。第三,根据集成直接信任,考虑信任传播距离的因素,计算节点之间的间接信任。所提出方法的特征在于其发现恶意节点的能力,该恶意节点可以通过错误地将其他节点报告为行为不当而对网络进行分区,然后继续保护网络。通过对MANET的实际应用进行仿真实验和测试,结果表明,该方法可以有效避免恶意节点的攻击,并且所计算出的对普通节点的直接信任和间接信任更符合实际情况。

著录项

  • 来源
    《Wireless Networks》 |2019年第6期|3587-3603|共17页
  • 作者单位

    Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Tianjin Key Lab Intelligent Comp & Novel Software, Tianjin 300384, Peoples R China|Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia;

    Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Tianjin Key Lab Intelligent Comp & Novel Software, Tianjin 300384, Peoples R China;

    Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Tianjin Key Lab Intelligent Comp & Novel Software, Tianjin 300384, Peoples R China;

    Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Tianjin Key Lab Intelligent Comp & Novel Software, Tianjin 300384, Peoples R China;

    Tianjin Univ Technol, Key Lab Comp Vis & Syst, Minist Educ, Tianjin 300384, Peoples R China|Tianjin Univ Technol, Tianjin Key Lab Intelligent Comp & Novel Software, Tianjin 300384, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Mobile Ad hoc Network; Distributed; Adaptive; Trust metrics; Malicious attacks;

    机译:移动自组织网络分布式自适应信任度恶意攻击;

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