异构无线传感器网络中恶意软件传播的双脉冲流行模型

IF 3 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Min Liu;Xiaoping Fan;Guiyun Liu;Dewei Liao;Junjie Yu;Jiale Huang
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引用次数: 0

摘要

本文重点研究了无线传感器网络的安全性,并对节点间恶意软件的传播进行了分析。研究了考虑不同通信连接的脉冲敏感-感染-恢复(SILR-P,敏感,感染,低能量,脉冲恢复)模型。利用下一代矩阵,导出了与基本再现数相似的阈值参数。结合该阈值参数,检验了无病周期解的全局稳定性。此外,还验证了恶意软件传播的持久性。为了抑制恶意软件的传播,提出了一种基于庞特里亚金极大值原理的最优控制策略。在数值模拟中,特别考虑了交叉感染对恶意软件传播的影响。最后,利用偏秩相关系数对所提出的阈值参数进行敏感性分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Epidemic Model with Two Impulses for the Propagation of Malware in Heterogeneous Wireless Sensor Networks
This paper focuses on enhancing the security of wireless sensor networks and analyzing the propagation of malware among nodes. It investigates an impulse susceptible-infectious-recovered (SILR-P, susceptible, infected, low-energy, recovered with impulses) model considering different communication connectivities. By using the next generation matrix, a threshold parameter similar to the basic reproduction number is derived. Combining this threshold parameter, the global stability of disease-free periodic solutions is examined. Additionally, the persistence of malware propagation is verified. To curb the spread of malware, an optimal control strategy based on the Pontryagin maximum principle is proposed. In numerical simulations, the impact of cross infection on malware propagation is specifically considered. Finally, partial rank correlation coefficients are utilized for sensitivity analysis of the proposed threshold parameter.
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来源期刊
Chinese Journal of Electronics
Chinese Journal of Electronics 工程技术-工程:电子与电气
CiteScore
3.70
自引率
16.70%
发文量
342
审稿时长
12.0 months
期刊介绍: CJE focuses on the emerging fields of electronics, publishing innovative and transformative research papers. Most of the papers published in CJE are from universities and research institutes, presenting their innovative research results. Both theoretical and practical contributions are encouraged, and original research papers reporting novel solutions to the hot topics in electronics are strongly recommended.
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