Modelling the malware propagation in mobile computer devices

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Title: Modelling the malware propagation in mobile computer devices
Authors: Signes Pont, María Teresa | Cortés-Castillo, Antonio | Mora, Higinio | Szymanski, Julian
Research Group/s: Informática Industrial y Redes de Computadores
Center, Department or Service: Universidad de Alicante. Departamento de Tecnología Informática y Computación
Keywords: Epidemic model | Malware propagation | Mobile devices | Local rules | Von Neumann neighbourhood | Moore neighbourhood
Knowledge Area: Arquitectura y Tecnología de Computadores
Issue Date: Nov-2018
Publisher: Elsevier
Citation: Computers & Security. 2018, 79: 80-93. doi:10.1016/j.cose.2018.08.004
Abstract: Nowadays malware is a major threat to the security of cyber activities. The rapid development of the Internet and the progressive implementation of the Internet of Things (IoT) increase the security needs of networks. This research presents a theoretical model of malware propagation for mobile computer devices. It is based on the susceptible-exposed-infected-recovered-susceptible (SEIRS) epidemic model. The scheme is based on a concrete connection pattern between nodes defined by both a particular neighbourhood which fixes the connection between devices, and a local rule which sets whether the link is infective or not. The results corroborate the ability of our model to perform the behaviour patterns provided by the ordinary differential equation (ODE) traditional method.
URI: http://hdl.handle.net/10045/79810
ISSN: 0167-4048 (Print) | 1872-6208 (Online)
DOI: 10.1016/j.cose.2018.08.004
Language: eng
Type: info:eu-repo/semantics/article
Rights: © 2018 Elsevier Ltd.
Peer Review: si
Publisher version: https://doi.org/10.1016/j.cose.2018.08.004
Appears in Collections:INV - I2RC - Artículos de Revistas

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