[HTML][HTML] Artificial intelligence for IoMT security: A review of intrusion detection systems, attacks, datasets and Cloud-Fog-Edge architectures

ML Hernandez-Jaimes, A Martinez-Cruz… - Internet of Things, 2023 - Elsevier
Recent advances in the Internet of Medical Things (IoMT) have impacted traditional medical
treatment and have evolved data communications in the Smart Healthcare scenario …

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 …

An ensemble learning and fog-cloud architecture-driven cyber-attack detection framework for IoMT networks

P Kumar, GP Gupta, R Tripathi - Computer Communications, 2021 - Elsevier
Abstract Internet of Medical Things (IoMT), an application of Internet of Things (IoT), is
addressing countless limitation of traditional health-care systems such as quality of patient …

A framework for malicious traffic detection in IoT healthcare environment

F Hussain, SG Abbas, GA Shah, IM Pires, UU Fayyaz… - Sensors, 2021 - mdpi.com
The Internet of things (IoT) has emerged as a topic of intense interest among the research
and industrial community as it has had a revolutionary impact on human life. The rapid …

XSRU-IoMT: Explainable simple recurrent units for threat detection in Internet of Medical Things networks

IA Khan, N Moustafa, I Razzak, M Tanveer, D Pi… - Future generation …, 2022 - Elsevier
Abstract The Internet of Medical Things (IoMT) is increasingly replacing the traditional
healthcare systems. However, less focus has been paid to their security against cyber …

Security threats and artificial intelligence based countermeasures for internet of things networks: a comprehensive survey

S Zaman, K Alhazmi, MA Aseeri, MR Ahmed… - Ieee …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has emerged as a technology capable of connecting
heterogeneous nodes/objects, such as people, devices, infrastructure, and makes our daily …

HIIDS: Hybrid intelligent intrusion detection system empowered with machine learning and metaheuristic algorithms for application in IoT based healthcare

S Saif, P Das, S Biswas, M Khari… - Microprocessors and …, 2022 - Elsevier
This paper presents machine learning and metaheuristic algorithms based hybrid intelligent
Intrusion Detection System (HIIDS) for Internet of Things based applications such as …

Dew-cloud-based hierarchical federated learning for intrusion detection in IoMT

P Singh, GS Gaba, A Kaur, M Hedabou… - IEEE journal of …, 2022 - ieeexplore.ieee.org
The coronavirus pandemic has overburdened medical institutions, forcing physicians to
diagnose and treat their patients remotely. Moreover, COVID-19 has made humans more …

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 …

Towards an intelligent intrusion detection system to detect malicious activities in cloud computing

H Attou, M Mohy-eddine, A Guezzaz, S Benkirane… - Applied Sciences, 2023 - mdpi.com
Several sectors have embraced Cloud Computing (CC) due to its inherent characteristics,
such as scalability and flexibility. However, despite these advantages, security concerns …