Modeling and Analysis of Worm Propagation in Wireless Sensor Networks

被引:56
|
作者
Singh, Akansha [1 ]
Awasthi, Amit K. [1 ]
Singh, Karan [2 ]
Srivastava, Pramod K. [3 ]
机构
[1] Gautam Buddha Univ, Greater Noida, India
[2] Jawaharlal Nehru Univ, Sch Comp & Syst Sci, Delhi, India
[3] Galgotias Coll Engn & Technol, Dept Math, Greater Noida, India
关键词
Epidemic model; Basic reproduction number; Stability; Wireless sensor network;
D O I
10.1007/s11277-017-4988-3
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
The wireless sensor networks (WSNs) have imminent constrains that makes security a crucial issue. Weak defense capability makes WSN a soft target against worm attacks. A single compromised node can spread the worm via communication in the entire network. In this paper, we propose a mathematical model that studies the epidemic behavior of such digital worms. Furthermore, we study the effect of these worms with various communication radius and node distributed density. We investigate the proposed model using the stability theory of differential equations. Basic reproduction number is found that helps us to find the threshold values for communication radius and node density distribution. The proposed model is checked and validated through extensive simulation results. Finally, we compare our scheme with the existing schemes. Comparison analysis shows that the proposed model is efficient as it has the low rate of the infectious node for different communication radius.
引用
收藏
页码:2535 / 2551
页数:17
相关论文
共 50 条
  • [1] Modeling and Analysis of Worm Propagation in Wireless Sensor Networks
    Akansha Singh
    Amit K. Awasthi
    Karan Singh
    Pramod K. Srivastava
    Wireless Personal Communications, 2018, 98 : 2535 - 2551
  • [2] Propagation Modeling and Defending of a Mobile Sensor Worm in Wireless Sensor and Actuator Networks
    Wang, Tian
    Wu, Qun
    Wen, Sheng
    Cai, Yiqiao
    Tian, Hui
    Chen, Yonghong
    Wang, Baowei
    SENSORS, 2017, 17 (01)
  • [3] Modeling and Stability Analysis of Worm Propagation in Wireless Sensor Network
    Feng, Liping
    Song, Lipeng
    Zhao, Qingshan
    Wang, Hongbin
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [4] Worm propagation dynamics in wireless sensor networks
    Sun, Bo
    Yan, Guanhua
    Xiao, Yang
    2008 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, PROCEEDINGS, VOLS 1-13, 2008, : 1541 - +
  • [5] Simulation-Based Analysis of Worm Propagation in Wireless Sensor Networks
    Zhuang Ke-chen
    Zhang Hong
    Zhang Kun
    2012 FOURTH INTERNATIONAL CONFERENCE ON MULTIMEDIA INFORMATION NETWORKING AND SECURITY (MINES 2012), 2012, : 847 - 851
  • [6] Modeling the Spread of Worm Epidemics in Wireless Sensor Networks
    Wei Shengjun
    Chen Junhua
    2009 5TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-8, 2009, : 3445 - +
  • [7] A topologically-aware worm propagation model for wireless sensor networks
    Khayam, SA
    Radha, H
    25th IEEE International Conference on Distributed Computing Systems Workshops, Proceedings, 2005, : 210 - 216
  • [8] EiSIRS: a formal model to analyze the dynamics of worm propagation in wireless sensor networks
    Wang, Xiaoming
    Li, Qiaoliang
    Li, Yingshu
    JOURNAL OF COMBINATORIAL OPTIMIZATION, 2010, 20 (01) : 47 - 62
  • [9] An improved SIR model for analyzing the dynamics of worm propagation in wireless sensor networks
    School of Computer Science, Shaanxi Normal University, Xi'an 710062, China
    不详
    Chin J Electron, 2009, 1 (8-12):
  • [10] EiSIRS: a formal model to analyze the dynamics of worm propagation in wireless sensor networks
    Xiaoming Wang
    Qiaoliang Li
    Yingshu Li
    Journal of Combinatorial Optimization, 2010, 20 : 47 - 62