吉林大学学报(理学版) ›› 2022, Vol. 60 ›› Issue (6): 1423-1429.

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基于信任的WSN快速识别信任攻击模型

陶李1,2, 郭宇欣3,  韩优佳3   

  1. 1. 吉林大学 计算机科学与技术学院, 长春 130012; 2. 吉林警察学院 信息工程系, 长春 130123;
    3. 长春工业大学 计算机科学与工程学院, 长春 130012
  • 收稿日期:2021-07-22 出版日期:2022-11-26 发布日期:2022-11-26
  • 通讯作者: 郭宇欣 E-mail:1297048831@qq.com

Fast Identification Model for Trust Attacks in WSN Based on Trust

TAO Li1,2, GUO Yuxin3,  HAN Youjia3   

  1. 1. College of Computer and Technology, Jilin University, Changchun 130012, China;
    2. Department of Information Engineering, Jilin Police College, Changchun 130123, China;
    3. College of Computer Science and Engineering, Changchun University of Technology, Changchun 130012, China
  • Received:2021-07-22 Online:2022-11-26 Published:2022-11-26

摘要: 针对无线传感器网络(WSN)的信任模型通常只抵御网络所受的外部攻击, 而忽略抵御信任模型自身攻击的问题, 提出一种基于信任的无线传感器网络快速识别信任攻击模型(FIBTM), 以提高对信任攻击的识别速度. 首先, 通过在直接信任值中引入惩罚因子自适应地调节恶意节点信任值的下降速度, 同时引入挥发因子改变历史信任值在综合信任值中的权重; 其次, 对第三方节点推荐的直接信任值进行过滤, 降低恶意评价导致的不良影响; 最后, 将直接和间接信任值进行加权得到综合信任值判断节点是否为恶意. 实验结果表明, 该方法在识别不同数目的信任攻击时均有效提高了识别信任攻击的速度.

关键词: 无线传感器网络, 信任模型, 信任攻击

Abstract: Aiming at the problem that the trust model of wireless sensor network (WSN)  usually only resisted external attacks on the network, and ignored how to resist attacks on the trust model itself, we proposed a fast identification model for trust attacks in WSN  based on trust to improve the recognition speed of trust attacks. Firstly, a penalty factor was introduced into the direct trust value to adaptively adjust the decline speed of malicious node trust value,  and at the same time, a volatilization factor was introduced to change the weight of historical trust value in the comprehensive trust value. Secondly, we filtered the direct trust value recommended by the third party node to reduce the adverse impact caused by  malicious evaluation. Finally, we weighted the direct and indirect trust values to obtain a comprehensive trust value to determine whether the node was malicious. The experimental results show that this method can effectively improve the speed of identifying trust attacks when identifying different number of trust attacks.

Key words: wireless sensor network (WSN), trust model, trust attack

中图分类号: 

  • TP393