Intrusion detection system for healthcare systems using medical and network data: A comparison study

AA Hady, A Ghubaish, T Salman, D Unal, R Jain - IEEE Access, 2020 - ieeexplore.ieee.org
Introducing IoT systems to healthcare applications has made it possible to remotely monitor
patients' information and provide proper diagnostics whenever needed. However, providing …

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 framework for intrusion detection in healthcare systems using deep learning

M Akshay Kumaar, D Samiayya… - Frontiers in Public …, 2022 - frontiersin.org
The unbounded increase in network traffic and user data has made it difficult for network
intrusion detection systems to be abreast and perform well. Intrusion Systems are crucial in e …

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 …

An improved mutual information feature selection technique for intrusion detection systems in the Internet of Medical Things

M Alalhareth, SC Hong - Sensors, 2023 - mdpi.com
In healthcare, the Internet of Things (IoT) is used to remotely monitor patients and provide
real-time diagnoses, which is referred to as the Internet of Medical Things (IoMT). This …

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 …

An intelligent iot enabled health care surveillance using machine learning

S Ahamed, P Bhatt, SJ Sultanuddin… - … on Advances in …, 2022 - ieeexplore.ieee.org
Over the last decade, health care enabled services and accompanying advanced
technology have been the subject of much research. Medical equipment, sensors, and …

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 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) …

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 …