An anomaly-based intrusion detection system for internet of medical things networks

G Zachos, I Essop, G Mantas, K Porfyrakis, JC Ribeiro… - Electronics, 2021 - mdpi.com
Over the past few years, the healthcare sector is being transformed due to the rise of the
Internet of Things (IoT) and the introduction of the Internet of Medical Things (IoMT) …

[PDF][PDF] Intelligent Intrusion Detection System for the Internet of Medical Things Based on Data-Driven Techniques.

O Taouali, S Bacha, K Ben Abdellafou… - … Systems Science & …, 2023 - cdn.techscience.cn
Introducing IoT devices to healthcare fields has made it possible to remotely monitor
patients' information and provide a proper diagnosis as needed, resulting in the Internet of …

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 …

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 tree classifier based network intrusion detection model for Internet of Medical Things

K Gupta, DK Sharma, KD Gupta, A Kumar - Computers and Electrical …, 2022 - Elsevier
Healthcare is one of the key areas of prospect for the Internet of Things (IoT). To facilitate
better medical services, enormous growth in the field of the Internet of Medical Things (IoMT) …

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 …

Anomaly events classification and detection system in critical industrial internet of things infrastructure using machine learning algorithms

GEI Selim, EZZED Hemdan, AM Shehata… - Multimedia Tools and …, 2021 - Springer
Abstract Industrial Control System is used in the industrial process for reducing the human
factor burden and handling the complex industrial system process and communications …

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 …

An intrusion detection mechanism for secured IoMT framework based on swarm-neural network

S Nandy, M Adhikari, MA Khan… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
The seamless integration of medical sensors and the Internet of Things (IoT) in smart
healthcare has leveraged an intelligent Internet of Medical Things (IoMT) framework to …

Efficient anomaly detection for smart hospital IoT systems

AM Said, A Yahyaoui, T Abdellatif - Sensors, 2021 - mdpi.com
In critical Internet of Things (IoT) application domains, such as the Defense Industry and
Healthcare, false alerts have many negative effects, such as fear, disruption of emergency …