Exploring the behavior of malware propagation on mobile wireless sensor networks: Stability and control analysis

被引:25
|
作者
Kumari, Sangeeta [1 ]
Upadhyay, Ranjit Kumar [1 ]
机构
[1] Indian Sch Mines, Indian Inst Technol, Dept Math & Comp, Dhanbad 826004, Bihar, India
关键词
Mobile wireless sensor network; Malware propagation model; Global stability; Spatiotemporal stability; Optimal control; BIFURCATION-ANALYSIS; VIRUS DYNAMICS; MODEL; DESIGN;
D O I
10.1016/j.matcom.2021.05.027
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper aims to explore the behavior of malware propagation on mobile wireless sensor networks (MWSNs). A new malware propagation model with nonlinear incidence rate and sigmoid type removal rate is established, and its global stability, spatiotemporal stability, and optimal control are analyzed. Specifically, the theoretical analysis shows that (i) a forward transcritical bifurcation occurs when the basic reproduction number R-0 > 1; (ii) time and space affect the spreading behavior of malware due to spatial distribution; (iii) the optimization technology can effectively control the malware spreading on MWSNs. Finally, some numerical simulations are performed to verify the obtained theoretical results, and the experimental results confirm that the generated patterns are consistent with the field observations of actual MWSNs. Our study helps in controlling the propagation of malware and applicable to design and prediction of the security and robustness of a sensor network. (C) 2021 International Association for Mathematics and Computers in Simulation (IMACS). Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:246 / 269
页数:24
相关论文
共 50 条
  • [41] Modeling and Analysis of Worm Propagation in Wireless Sensor Networks
    Singh, Akansha
    Awasthi, Amit K.
    Singh, Karan
    Srivastava, Pramod K.
    WIRELESS PERSONAL COMMUNICATIONS, 2018, 98 (03) : 2535 - 2551
  • [42] Amoeba-Like Exploring for Grouped Mobile Wireless Sensor Networks
    Yu, Chang Wu
    Wu, Tung-Kuang
    Cheng, Rei Heng
    Wang, Chien-Yeh
    Ouyang, Wen
    2014 7TH INTERNATIONAL CONFERENCE ON UBI-MEDIA COMPUTING AND WORKSHOPS (UMEDIA), 2014, : 248 - 253
  • [43] BIFURCATION AND GLOBAL EXPONENTIAL STABILITY OF A MATHEMATICAL MODEL FOR MALWARE DISSEMINATION ON WIRELESS SENSOR NETWORKS
    Zhang, Zizhen
    Zhang, Weishi
    Nisar, Kottakkaran Sooppy
    Gul, Nadia
    Ahmed, Zahid
    FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2023, 31 (10)
  • [44] Malware propagation model for cluster-based wireless sensor networks using epidemiological theory
    Zhu, Xuejin
    Huang, Jie
    PEERJ COMPUTER SCIENCE, 2021, 7
  • [45] Propagation Analysis of Malware Families in Mobile P2P Networks
    Adeel, M.
    Tokarchuk, L. N.
    Azam, M. A.
    Khan, S. K. A.
    Khalil, M. A.
    2014 11TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS (ITNG), 2014, : 220 - 226
  • [46] Maximum Damage Malware Attack in Mobile Wireless Networks
    Khouzani, M. H. R.
    Sarkar, Saswati
    Altman, Eitan
    2010 PROCEEDINGS IEEE INFOCOM, 2010,
  • [47] Performance Analysis of Wireless Sensor Networks With Mobile Sinks
    Liu, Wang
    Lu, Kejie
    Wang, Jianping
    Xing, Guoliang
    Huang, Liusheng
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2012, 61 (06) : 2777 - 2788
  • [48] Maximum Damage Malware Attack in Mobile Wireless Networks
    Khouzani, M. H. R.
    Sarkar, Saswati
    Altman, Eitan
    IEEE-ACM TRANSACTIONS ON NETWORKING, 2012, 20 (05) : 1347 - 1360
  • [49] Improved Model for the Stability Analysis of Wireless Sensor Network Against Malware Attacks
    Rudra Pratap Ojha
    Pramod Kumar Srivastava
    Goutam Sanyal
    Nishu Gupta
    Wireless Personal Communications, 2021, 116 : 2525 - 2548
  • [50] Improved Model for the Stability Analysis of Wireless Sensor Network Against Malware Attacks
    Ojha, Rudra Pratap
    Srivastava, Pramod Kumar
    Sanyal, Goutam
    Gupta, Nishu
    WIRELESS PERSONAL COMMUNICATIONS, 2021, 116 (03) : 2525 - 2548