Deep learning-based network intrusion detection system for Internet of medical things

V Ravi, TD Pham, M Alazab - IEEE internet of things magazine, 2023 - ieeexplore.ieee.org
This article presents a deep learning-based approach for network-based intrusion detection
in the Internet of medical things (IoMT) systems using features of network flows and patient …

A deep learning-based intrusion detection technique for a secured IoMT system

JB Awotunde, KM Abiodun, EA Adeniyi… - … on Informatics and …, 2021 - Springer
The emergence of medical sensors in smart healthcare has brought about an intelligent
Internet of Medical Things (IoMT) system for detecting life-threatening ill-ness globally. The …

A blended deep learning intrusion detection framework for consumable edge-centric iomt industry

JA Alzubi, OA Alzubi, I Qiqieh… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The demand for medical sensors in the Smart Healthcare System (SHS) creates an
intelligent Internet of Medical Things (IoMT) system. This system plays an important role in …

Applied machine learning for securing the internet of medical things in healthcare

W Lu - … Conference on Advanced Information Networking and …, 2023 - Springer
Integrating mobile computing technologies and human health activities using IoMT devices
can accelerate biomedical discovery and improve the efficiency of healthcare research and …

A particle swarm optimization and deep learning approach for intrusion detection system in internet of medical things

R Chaganti, A Mourade, V Ravi, N Vemprala, A Dua… - Sustainability, 2022 - mdpi.com
Integrating the internet of things (IoT) in medical applications has significantly improved
healthcare operations and patient treatment activities. Real-time patient monitoring and …

Survey of Machine Learning based intrusion detection methods for Internet of Medical Things

A Si-Ahmed, MA Al-Garadi, N Boustia - Applied Soft Computing, 2023 - Elsevier
Abstract The Internet of Medical Things (IoMT) has revolutionized the healthcare industry by
enabling physiological data collection using sensors, which are transmitted to remote …

A Hybrid Genetic Algorithm-Based Random Forest Model for Intrusion Detection Approach in Internet of Medical Things

M Norouzi, Z Gürkaş-Aydın, ÖC Turna, MY Yağci… - Applied Sciences, 2023 - mdpi.com
The Internet of Medical Things (IoMT) is a bio-network of associated medical devices, which
is slowly improving the healthcare industry by focusing its abilities on enhancing personal …

An Adaptive Intrusion Detection System in the Internet of Medical Things Using Fuzzy-Based Learning

M Alalhareth, SC Hong - Sensors, 2023 - mdpi.com
The Internet of Medical Things (IoMT) is a growing trend within the rapidly expanding
Internet of Things, enhancing healthcare operations and remote patient monitoring …

An intrusion detection system for internet of medical things

G Thamilarasu, A Odesile, A Hoang - IEEE Access, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is making strong advances in healthcare with the promise of
transformation in technological, social and economic prospects, paving the way for a healthy …

Machine learning and deep learning methods for intrusion detection systems in iomt: A survey

Y Rbah, M Mahfoudi, Y Balboul… - … Research in Applied …, 2022 - ieeexplore.ieee.org
The integration of healthcare-related sensors and devices into IoT has resulted in the
evolution of the IoMT (Internet of Medical Things). IoMT that can be viewed as an …