Modeling and Analysis of the Spread of Malware with the Influence of User Awareness

By incorporating the security awareness of computer users into the susceptible-infected-susceptible (SIS) model, this study proposes a new malware propagation model, named the SID model, where D compartment denotes the group of nodes with user awareness. Through qualitative analysis, the basic repro...

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Autores principales:	Qingyi Zhu, Xuhang Luo, Yuhang Liu
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi-Wiley 2021
Materias:	Electronic computers. Computer science QA75.5-76.95
Acceso en línea:	https://doaj.org/article/883f91802b2e42e29a32b4bdaba23f00
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spelling	oai:doaj.org-article:883f91802b2e42e29a32b4bdaba23f002021-11-15T01:20:03ZModeling and Analysis of the Spread of Malware with the Influence of User Awareness1099-052610.1155/2021/6639632https://doaj.org/article/883f91802b2e42e29a32b4bdaba23f002021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/6639632https://doaj.org/toc/1099-0526By incorporating the security awareness of computer users into the susceptible-infected-susceptible (SIS) model, this study proposes a new malware propagation model, named the SID model, where D compartment denotes the group of nodes with user awareness. Through qualitative analysis, the basic reproductive number R0 is given. Furthermore, it is proved that the virus-free equilibrium is globally asymptotically stable if R0 is less than one, whereas the viral equilibrium is globally asymptotically stable if R0 is greater than one. Then, some numerical examples are given to demonstrate the analytical results. Finally, we put forward some efficient control measures according to the theoretical and experimental analysis.Qingyi ZhuXuhang LuoYuhang LiuHindawi-WileyarticleElectronic computers. Computer scienceQA75.5-76.95ENComplexity, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Electronic computers. Computer science QA75.5-76.95
spellingShingle	Electronic computers. Computer science QA75.5-76.95 Qingyi Zhu Xuhang Luo Yuhang Liu Modeling and Analysis of the Spread of Malware with the Influence of User Awareness
description	By incorporating the security awareness of computer users into the susceptible-infected-susceptible (SIS) model, this study proposes a new malware propagation model, named the SID model, where D compartment denotes the group of nodes with user awareness. Through qualitative analysis, the basic reproductive number R0 is given. Furthermore, it is proved that the virus-free equilibrium is globally asymptotically stable if R0 is less than one, whereas the viral equilibrium is globally asymptotically stable if R0 is greater than one. Then, some numerical examples are given to demonstrate the analytical results. Finally, we put forward some efficient control measures according to the theoretical and experimental analysis.
format	article
author	Qingyi Zhu Xuhang Luo Yuhang Liu
author_facet	Qingyi Zhu Xuhang Luo Yuhang Liu
author_sort	Qingyi Zhu
title	Modeling and Analysis of the Spread of Malware with the Influence of User Awareness
title_short	Modeling and Analysis of the Spread of Malware with the Influence of User Awareness
title_full	Modeling and Analysis of the Spread of Malware with the Influence of User Awareness
title_fullStr	Modeling and Analysis of the Spread of Malware with the Influence of User Awareness
title_full_unstemmed	Modeling and Analysis of the Spread of Malware with the Influence of User Awareness
title_sort	modeling and analysis of the spread of malware with the influence of user awareness
publisher	Hindawi-Wiley
publishDate	2021
url	https://doaj.org/article/883f91802b2e42e29a32b4bdaba23f00
work_keys_str_mv	AT qingyizhu modelingandanalysisofthespreadofmalwarewiththeinfluenceofuserawareness AT xuhangluo modelingandanalysisofthespreadofmalwarewiththeinfluenceofuserawareness AT yuhangliu modelingandanalysisofthespreadofmalwarewiththeinfluenceofuserawareness
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Modeling and Analysis of the Spread of Malware with the Influence of User Awareness

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