Yapa, Kanishka, Jayakody, Anuradha, Wijayasekara, Sanika K, Kerrison, Steve, and Primal, Dinith (2025) AI and SDN Based Framework to Mitigate Threats and Vulnerabilities in Internet of Medical Things. International Journal on Communications Antenna and Propagation, 15 (2). pp. 112-121.

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Abstract

The healthcare industry is critical for the well-being of humans. New technologies have positively influenced the healthcare industry, finding new ways to improve patient care. Internet of Medical Things devices are vulnerable to network-related attacks like Denial of Service attacks, reconnaissance, insider threats, etc. There are numerous benefits to the healthcare industry, but at the same time, various evolving cybersecurity threats are potentially affecting the IoMT environment. Software Defined Networking is an emerging networking field that introduces SDN Controllers that can dynamically control data flow in a network. A system model to effectively use SDN with IoMT, as well as the development of a framework for categorizing attacks on IoMT devices, is presented in this paper. Further, the use of machine learning and deep learning methods to accurately identify network-related attacks in an IoMT network environment is also explored.

Item ID:	86074
Item Type:	Article (Research - C1)
ISSN:	2039-5094
Keywords:	Internet of Medical Things (IoMT); Security; Software Defined Networking (SDN); Healthcare; Deep Learning
Copyright Information:	Copyright © 2025 Praise Worthy Prize - All rights reserved.
Date Deposited:	14 Aug 2025 01:44
FoR Codes:	46 INFORMATION AND COMPUTING SCIENCES > 4606 Distributed computing and systems software > 460603 Cyberphysical systems and internet of things @ 50% 46 INFORMATION AND COMPUTING SCIENCES > 4604 Cybersecurity and privacy > 460407 System and network security @ 50%
SEO Codes:	24 MANUFACTURING > 2410 Instrumentation > 241002 Medical instruments @ 33% 22 INFORMATION AND COMMUNICATION SERVICES > 2201 Communication technologies, systems and services > 220104 Network security @ 34% 22 INFORMATION AND COMMUNICATION SERVICES > 2201 Communication technologies, systems and services > 220107 Wireless technologies, networks and services @ 33%
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