Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 12, Issue 3


Published
on

April 5, 2021


Pages

1957-1962


DOI

Article

IoT Contact: A Strategy for Predicting Contagious IoT Nodes in Mitigating Ransomware Attacks


Authors

Mohammed Ibrahim* Affiliation:
Faculty of Computer Science and Information Technology, Universiti Putra Malaysia
, Mohd Taufik Abdullah Affiliation:
Faculty of Computer Science and Information Technology, Universiti Putra Malaysia
, Azizol Abdullah Affiliation:
Faculty of Computer Science and Information Technology, Universiti Putra Malaysia
and Thinagaran Perumal Affiliation:
Faculty of Computer Science and Information Technology, Universiti Putra Malaysia


Abstract

Although the emergence of the Internet of Things (IoT) can facilitate various aspects of people’s lives, most IoT devices are vulnerable to ransomware attacks. Ransomware attacks in IoT networks can be more devastating due to its capability of affecting billions of interconnected devices. Ransomware can take control of compromised devices or an overall system and allow limited access to user interaction with IoT devices. Hence, there is a need for a strategy that can mitigate and predicts affected IoT devices to conduct in-depth forensic analysis in the event of a ransomware attack. This paper critically analyzes ransomware in IoT platforms and proposes IoT Contact. IoT Contact can formulate the mathematical model based on the interaction of multi-hop IoT devices and its relationship with ransomware. Consequently, it is expected that IoT Contact can predict and classify affected IoT nodes into susceptible, compromise and resistible from the huge number of connected devices in the event of ransomware attacks. Therefore, the scope and the size of the object of forensic interest can be foreseen in preparation of an investigation.


Keywords

Internet of Things (IoT), Ransomware, Mathematical, Investigation


Citation

Ibrahim, M., Abdullah, M. T., Abdullah, A., & Perumal, T. (2021). Iot contact: A strategy for predicting contagious iot nodes in mitigating ransomware attacks. Turkish Journal of Computer and Mathematics Education, 12(3), 1957–1962.

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