Unifying Three IoMT Intrusion Detection Datasets: Taxonomy and Preprocessing

Authors

  • Mahendra Singh Panwar, Dr. Jai Singh Gupta, Dr. Akash Saxena, Dr. Mohini Dwivedi Author

DOI:

https://doi.org/10.48047/2ywk0c05

Keywords:

Internet of Multimedia Things (IoMT), Intrusion Detection System (IDS), UNSW-NB15, TON_IoT, CICIoT2023, network security, dataset preprocessing, attack taxonomy, feature engineering, machine learning

Abstract

The Internet of Multimedia Things (IoMT) is connecting cameras, microphones, medical sensors, and smart devices at a scale that existing security tools were simply not built for. Detecting network intrusions in these  environments is hard because of the huge volume of multimedia traffic, the diversity of devices,

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Published

15.07.2025

Issue

Vol. 15 No. 7 (2025): volume 15 issue 7(2025)

Section

Articles

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How to Cite

Unifying Three IoMT Intrusion Detection Datasets: Taxonomy and Preprocessing . (2025). International Journal of Information and Electronics Engineering, 15(7), 192-203. https://doi.org/10.48047/2ywk0c05