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
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