TY - JOUR
T1 - Chaos and stability of a fractional model of the cyber ecosystem
AU - Gómez-Aguilar, José F.
AU - Naik, Manisha Krishna
AU - George, Reny
AU - Baishya, Chandrali
AU - Avcı, İbrahim
AU - Pérez-Careta, Eduardo
N1 - Publisher Copyright:
© 2024 the Author(s), licensee AIMS Press.
PY - 2024
Y1 - 2024
N2 - 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.
AB - 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.
KW - Caputo fractional derivative
KW - chaos
KW - cyber ecosystem
KW - fear factor
KW - prey refuge
UR - http://www.scopus.com/inward/record.url?scp=85198846769&partnerID=8YFLogxK
U2 - 10.3934/math.20241077
DO - 10.3934/math.20241077
M3 - Article
AN - SCOPUS:85198846769
SN - 2473-6988
VL - 9
SP - 22146
EP - 22173
JO - AIMS Mathematics
JF - AIMS Mathematics
IS - 8
ER -