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Research Article | Open Access

Chaos and stability of a fractional model of the cyber ecosystem

José F. Gómez-Aguilar1Manisha Krishna Naik2Reny George3( )Chandrali Baishya2İbrahim Avcı4Eduardo Pérez-Careta5
Centro de Investigación en Ingeniería y Ciencias Aplicadas (CIICAp-IICBA), Universidad Autónoma del Estado de Morelos, Av. Universidad 1001, Col. Chamilpa, C.P. 62209 Cuernavaca, Morelos, México
Department of Studies and Research in Mathematics, Tumkur University, Tumkur-572103, Karnataka, India
Department of Mathematics, College of Science and Humanities in Al-Kharj, Prince Sattam bin Abdulaziz University, Al-Kharj 11942, Saudi Arabia
Department of Computer Engineering, Faculty of Engineering, Final International University, Kyrenia, Northern Cyprus, via Mersin 10, Turkey
Universidad de Guanajuato, Dpto. Electrónica, Carretera Salamanca-Valle de Santiago, Km 3+1.8, Salamanca Gto, México
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Abstract

The widespread use of computer hardware and software in society has led to the emergence of a type of criminal conduct known as cybercrime, which has become a major worldwide concern in the 21st century spanning multiple domains. As a result, in the present setting, academics and practitioners are showing a great deal of interest in conducting research on cybercrime. In this work, a fractional-order model was replaced by involving three sorts of human populations: online computer users, hackers, and cyber security professionals, in order to examine the online computer user-hacker system. The existence, uniqueness and boundedness were studied. To support our theoretical conclusions, a numerical analysis of the influence of the various logical parameters was conducted and we derived the necessary conditions for the different equilibrium points to be locally stable. We examined the effects of the fear level and refuge factor on the equilibrium densities of prey and predators in order to explore and understand the dynamics of the system in a better way. Using some special circumstances, the model was examined. Our theoretical findings and logical parameters were validated through a numerical analysis utilizing the generalized Adams-Bashforth-Moulton technique.

CLC number: 65P20, 92D40, 26A33, 34D08

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AIMS Mathematics
Pages 22146-22173

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Cite this article:
Gómez-Aguilar JF, Naik MK, George R, et al. Chaos and stability of a fractional model of the cyber ecosystem. AIMS Mathematics, 2024, 9(8): 22146-22173. https://doi.org/10.3934/math.20241077

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Received: 29 April 2024
Revised: 17 June 2024
Accepted: 01 July 2024
Published: 15 August 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)