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 …

SafetyMed: a novel IoMT intrusion detection system using CNN-LSTM hybridization

N Faruqui, MA Yousuf, M Whaiduzzaman, AKM Azad… - Electronics, 2023 - mdpi.com
The Internet of Medical Things (IoMT) has become an attractive playground to
cybercriminals because of its market worth and rapid growth. These devices have limited …

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 …

IoT-based intrusion detection system for healthcare using RNNBiLSTM deep learning strategy with custom features

DV Jeyanthi, B Indrani - Soft Computing, 2023 - search.proquest.com
The need for security in healthcare environments has become increasingly important due to
the rise of cyber-attacks and data breaches. In order to address this issue, this paper …

Deep Learning based Network based Intrusion Detection System in Industrial Internet of Things

JAB Angelin, C Priyadharsini - 2024 2nd International …, 2024 - ieeexplore.ieee.org
The Industrial Internet of Things (IIoT) is the result of integrating the Internet of Things (IoT)
into critical industries, especially in industrial and production settings. The industrial Internet …

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 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 …

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 …

Deep learning-based network intrusion detection in smart healthcare enterprise systems

V Ravi - Multimedia Tools and Applications, 2024 - Springer
Network-based intrusion detection (N-IDS) is an essential system inside an organization in a
smart healthcare enterprise system to prevent the system and its networks from network …

A Survey of Deep Learning Technologies for Intrusion Detection in Internet of Things

H Liao, MZ Murah, MK Hasan, AHM Aman… - IEEE …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) is transforming how we live and work, and its applications are
widespread, spanning smart homes, industrial monitoring, smart cities, healthcare …