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 …

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 …

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 …

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 …

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 …

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 …

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 …

A softwarized intrusion detection system for IoT-enabled smart healthcare system

D Javeed, T Gao, MS Saeed, P Kumar… - ACM Transactions on …, 2023 - dl.acm.org
The Internet of Things-enabled Smart Healthcare System (IoT-SHS) is a networked
infrastructure of intelligent wearables, software applications, health systems, and services …

Effective attack detection in internet of medical things smart environment using a deep belief neural network

S Manimurugan, S Al-Mutairi, MM Aborokbah… - IEEE …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) has lately developed into an innovation for developing smart
environments. Security and privacy are viewed as main problems in any technology's …

Efficient cyber attack detection on the internet of medical things-smart environment based on deep recurrent neural network and machine learning algorithms

YK Saheed, MO Arowolo - IEEE Access, 2021 - ieeexplore.ieee.org
Information and communication technology (ICT) advancements have altered the entire
computing paradigm. As a result of these improvements, numerous new channels of …