Exploring the behavior of malware propagation on mobile wireless sensor networks: Stability and control analysis
被引:25
|
作者:
Kumari, Sangeeta
论文数: 0引用数: 0
h-index: 0
机构:
Indian Sch Mines, Indian Inst Technol, Dept Math & Comp, Dhanbad 826004, Bihar, IndiaIndian Sch Mines, Indian Inst Technol, Dept Math & Comp, Dhanbad 826004, Bihar, India
Kumari, Sangeeta
[1
]
Upadhyay, Ranjit Kumar
论文数: 0引用数: 0
h-index: 0
机构:
Indian Sch Mines, Indian Inst Technol, Dept Math & Comp, Dhanbad 826004, Bihar, IndiaIndian Sch Mines, Indian Inst Technol, Dept Math & Comp, Dhanbad 826004, Bihar, India
Upadhyay, Ranjit Kumar
[1
]
机构:
[1] Indian Sch Mines, Indian Inst Technol, Dept Math & Comp, Dhanbad 826004, Bihar, India
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.
机构:
Univ Penn, Philadelphia, PA 19104 USAUniv Penn, Philadelphia, PA 19104 USA
Khouzani, M. H. R.
Sarkar, Saswati
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机构:
Univ Penn, Philadelphia, PA 19104 USAUniv Penn, Philadelphia, PA 19104 USA
Sarkar, Saswati
Altman, Eitan
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h-index: 0
机构:Univ Penn, Philadelphia, PA 19104 USA
Altman, Eitan
SIGMETRICS 2010: PROCEEDINGS OF THE 2010 ACM SIGMETRICS INTERNATIONAL CONFERENCE ON MEASUREMENT AND MODELING OF COMPUTER SYSTEMS,
2010,
38
(01):
: 355
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356
机构:
Chongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Coll Comp Sci, Chongqing 400044, Peoples R China
Xinzhou Normal Univ, Dept Comp Sci & Technol, Xinzhou 034000, Shanxi, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Coll Comp Sci, Chongqing 400044, Peoples R China
Feng, Liping
Liao, Xiaofeng
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h-index: 0
机构:
Chongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Coll Comp Sci, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Coll Comp Sci, Chongqing 400044, Peoples R China
Liao, Xiaofeng
Han, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ Sci & Technol, Sch Elect & Informat Engn, Chongqing 401331, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Coll Comp Sci, Chongqing 400044, Peoples R China
Han, Qi
Li, Huaqing
论文数: 0引用数: 0
h-index: 0
机构:
Chongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Coll Comp Sci, Chongqing 400044, Peoples R ChinaChongqing Univ, State Key Lab Power Transmiss Equipment & Syst Se, Coll Comp Sci, Chongqing 400044, Peoples R China