Malware Spreading Model for Routers in Wi-Fi Networks

Malware attacks have become very common in recent years. The variety and continuous improvement of malware capabilities threaten any network. Wi-Fi is also not an exception in that context. This paper proposes a model describing the spreading of malware in Wi-Fi networks using an epidemiological mathematical model. This model is built on the characteristics of encryption and authentication in Wi-Fi networks. In addition, we also consider state transitions of devices based on some assumptions about modern malware capabilities. We calculate the basic reproduction number R0 and thereby indicate the condition to limit the spread of malware. This spreading model is analyzed through numerical simulation. Besides, for the readers to have an overview of the main threats and the security capabilities of the Wi-Fi devices, we also briefly present security threats and encryption methods used in Wi-Fi. © 2013 IEEE.

Authors
Le Tran D. , Tran T.T. , Dang K.Q. , Alkanhel R. , Muthanna A.
Journal
Publisher
Institute of Electrical and Electronics Engineers Inc.
Language
English
Pages
61873-61891
Status
Published
Volume
10
Year
2022
Organizations
  • 1 University of Science and Technology-The University of Danang, NetSecITDUT Laboratory, Faculty of Information Technology, Da Nang, 55000, Viet Nam
  • 2 University of Science and Technology-The University of Danang, Faculty of Information Technology, Da Nang, 55000, Viet Nam
  • 3 Princess Nourah Bint Abdulrahman University, Department of Information Technology, College of Computer and Information Sciences, Riyadh, 11671, Saudi Arabia
  • 4 Peoples' Friendship University of Russia (RUDN University), Department of Applied Probability and Informatics, Moscow, 117198, Russian Federation
Keywords
Basic reproduction number; mathematical models; SIR model; Wi-Fi
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