[PDF][PDF] A systematic review of security and privacy issues in the internet of medical things; the role of machine learning approaches

SS Hameed, WH Hassan, LA Latiff… - PeerJ Computer …, 2021 - peerj.com
… The Internet of Medical Things (IoMTs) is gradually replacing the traditional healthcare
system. … Machine Learning (ML) has been successfully employed in the attack detection and …

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
… The Internet of Medical Things (IoMT) has revolutionized the … are challenging to implement
in medical equipment due to the … Systems (IDS) based on Machine Learning (ML) can bring a …

A review of machine learning (ML) in the internet of medical things (IOMT) in the construction of a smart healthcare structure

A Qureshi, S Batra, P Vats, S Singh… - Journal of Algebraic …, 2022 - publishoa.com
machine learning as important methods in healthcare and related disciplines. … machine
learning and artificial intelligence. Early detection slows disease progression and lowers medical

Deployment of Machine Learning based internet of things networks for Tele-medical and remote healthcare

S Kumari, P Muthulakshmi, D Agarwal - Evolutionary Computing And …, 2022 - Springer
… on machine learning-based IoT service is made with special concentration on tele-medical
For results, this work provides a detailed collection of machine learning and IoT-based …

Achieving data utility-privacy tradeoff in Internet of medical things: A machine learning approach

Z Guan, Z Lv, X Du, L Wu, M Guizani - Future Generation Computer …, 2019 - Elsevier
… challenges to modern medical and healthcare systems. Particularly, machine learning
technology can be used to process the data involved in IoMT for medical analysis and disease …

A secure authentication technique in internet of medical things through machine learning

AA Mawgoud, AI Karadawy, BS Tawfik - arXiv preprint arXiv:1912.12143, 2019 - arxiv.org
… In order to provide the main elements of privacy, this paper presents a developed
machine learning authentication that allows a server to use the SVM classifiers for users’ …

Federated machine learning for detection of skin diseases and enhancement of internet of medical things (IoMT) security

MN Hossen, V Panneerselvam… - IEEE journal of …, 2022 - ieeexplore.ieee.org
… But machine learning has enabled a staggering alteration in medical imaging, especially
in … of data availability [7], machine learning models have shown human-level activities in …

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
… The Internet of Medical Things (IoMT) is a subset of the IoT, in which medical equipment …
neural network (DRNN) and supervised machine learning models (random forest, decision tree, …

Heart failure detection using quantum‐enhanced machine learning and traditional machine learning techniques for internet of artificially intelligent medical things

Y Kumar, A Koul, PS Sisodia, J Shafi… - Wireless …, 2021 - Wiley Online Library
machine learning and quantum-enhanced machine learning algorithms in healthcare are
extensively used to aid the patients and medical … this, the Internet of Medical Things (IoMT) has …

The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things

S Aminizadeh, A Heidari, S Toumaj, M Darbandi… - Computer methods and …, 2023 - Elsevier
Medical data processing has … Things (IoT) and sensor technologies, which generate patient
indexes in hospital data networks. Innovations like distributed computing, Machine Learning (…