Distributed Malicious Nodes Detection in Wireless Sensor Networks

被引:1
|
作者
Zhang Zhaohui [1 ]
Hu Mingming [1 ]
Li Dong [1 ]
Qi Xiaogang [1 ]
机构
[1] State Key Lab Complex Electromagnet Environm Effe, Luoyang 471003, Henan, Peoples R China
来源
关键词
Wireless sensor networks; malicious nodes attack; Bayesian detection; detection rate; false positive rate;
D O I
10.4028/www.scientific.net/AMM.519-520.1243
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Data theft and node attack in wireless sensor networks causes great damage to the networks and the attacker destroys network and obtains the data of the network by malicious nodes distributed in the network. Therefore, it is necessary to detect these malicious nodes and to eliminate their influence. We propose a distributed malicious nodes detection protocol which called BMND based on Bayesian voting, every node determine its suspected malicious nodes by its request message and abnormal behavior. Also, we determine the malicious nodes by Bayesian voting, so that the network can protect itself from such malicious nodes' influence. The simulation results show that our algorithm has good performance in both the detection rate and false positive rate.
引用
收藏
页码:1243 / 1246
页数:4
相关论文
共 50 条
  • [1] Identifying malicious nodes in wireless sensor networks based on correlation detection
    Lai, Yingxu
    Tong, Liyao
    Liu, Jing
    Wang, Yipeng
    Tang, Tong
    Zhao, Zijian
    Qin, Hua
    [J]. COMPUTERS & SECURITY, 2022, 113
  • [2] Distributed detection of mobile malicious node attacks in wireless sensor networks
    Ho, Jun-Won
    Wright, Matthew
    Das, Sajal K.
    [J]. AD HOC NETWORKS, 2012, 10 (03) : 512 - 523
  • [3] Two Step Verification technique For Detection of Malicious Nodes in Wireless Sensor Networks
    Kumar, Mandeep
    Ali, Jahid
    [J]. JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES, 2019, 14 (01): : 444 - 468
  • [4] Detection and Location of Malicious Nodes Based on Homomorphic Fingerprinting in Wireless Sensor Networks
    Zhang, Zhiming
    Yang, Yu
    Yang, Wei
    Wu, Fuying
    Li, Ping
    Xiong, Xiaoyong
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2021, 2021
  • [5] Localized Identification of Malicious Nodes in Wireless Sensor Networks
    Akram, Vahid Khalilpour
    Erten, Yusuf Murat
    [J]. 2020 28TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2020,
  • [6] On Relay Nodes Deployment for Distributed Detection in Wireless Sensor Networks
    Seddik, Karim G.
    Liu, K. J. Ray
    [J]. GLOBECOM 2008 - 2008 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, 2008,
  • [7] Distributed Detection in Wireless Sensor Networks in the Presence of Misbehaving Nodes
    Soltanmohammadi, Erfan
    Orooji, Mahdi
    Naraghi-Pour, Mort
    [J]. 2012 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM 2012), 2012,
  • [8] Cooperative Detection for Falsification and Isolation of Malicious Nodes for Wireless Sensor Networks in Open Environment
    Nii, Eiji
    Kitanouma, Takamasa
    Adachi, Naotoshi
    Takizawa, Yasuhisa
    [J]. 2017 IEEE ASIA PACIFIC MICROWAVE CONFERENCE (APMC), 2017, : 521 - 524
  • [9] Countering Intelligent-Dependent Malicious Nodes in Target Detection Wireless Sensor Networks
    Althunibat, Saud
    Antonopoulos, Angelos
    Kartsakli, Elli
    Granelli, Fabrizio
    Verikoukis, Christos
    [J]. IEEE SENSORS JOURNAL, 2016, 16 (23) : 8627 - 8639
  • [10] Malicious Node Detection in Wireless Sensor Networks
    Atassi, Alaa
    Sayegh, Naoum
    Elhajj, Imad
    Chehab, Ali
    Kayssi, Ayman
    [J]. 2013 IEEE 27TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS (WAINA), 2013, : 456 - 461