Machine learning solutions for securing IoT-based healthcare: A Review

K Kamir, C Sarra - 2023 5th International Conference on Pattern …, 2023 - ieeexplore.ieee.org
The Internet of Things (IoT) has become a powerful force that is revolutionizing various fields
to improve human life, including healthcare. By establishing interconnectedness among …

A review of Machine Learning (ML)-based IoT security in healthcare: A dataset perspective

ECP Neto, S Dadkhah, S Sadeghi, H Molyneaux… - Computer …, 2023 - Elsevier
Abstract The Internet of Things (IoT) is transforming society by connecting businesses and
optimizing systems across industries. Its impact has been felt in healthcare, where it has the …

Supervised machine learning techniques to protect IoT healthcare environment against cyberattacks

S Kaddoura, A El Arid, A Al-Dulaimy - Intelligent Edge Computing for Cyber …, 2023 - Elsevier
Abstract The Internet of Things (IoT) have become the central technology of the current
years. Almost all industries are amalgamating the IoT in their production to enhance the …

IoT-Based Secure Health Care: Challenges, Requirements and Case Study

S Saif, P Bhattacharjee, K Karmakar, R Saha… - Internet of Things Based …, 2022 - Springer
Delivering health care to people has become revolutionizing due to the technological
advancement of embedded systems and medical devices. Integration of different health …

Machine Learning-Based Security Solutions for Healthcare: An Overview

P Arora, B Kaur, MA Teixeira - … and Smart Cities: Proceedings of ETCCS …, 2022 - Springer
The eruption of chronic diseases such as COVID-19 has re-emphasized the need for people
all over the world to have access to urgent healthcare. The latest pandemic has shown the …

Machine learning for healthcare-IoT security: a review and risk mitigation

M Akhi Khatun, S Farheen Memon, C Eising… - 2023 - researchrepository.ul.ie
The Healthcare Internet-of-Things (H-IoT), commonly known as Digital Healthcare, is a
data? driven infrastructure that highly relies on smart sensing devices (ie, blood pressure …

Machine Learning for Healthcare-IoT Security: A Review and Risk Mitigation

MA Khatun, SF Memon, C Eising, LL Dhirani - IEEE Access, 2023 - ieeexplore.ieee.org
The Healthcare Internet-of-Things (H-IoT), commonly known as Digital Healthcare, is a data-
driven infrastructure that highly relies on smart sensing devices (ie, blood pressure monitors …

[HTML][HTML] Strength of Deep Learning-based Solutions to Secure Healthcare IoT: A Critical Review

AT Mathew, P Mani - The Open …, 2023 - openbiomedicalengineeringjournal …
Healthcare applications of IoT systems have gained huge popularity across the globe. From
personal monitoring to expert clinical diagnosis, healthcare IoT systems have shown their …

An Extensive Study to Devise a Smart Solution for Healthcare IoT Security Using Deep Learning

AT Mathew, P Mani - Artificial Intelligence for Sustainable …, 2023 - Wiley Online Library
Summary Introduction of IoT Technology had brought in significant changes to the
conventional mode of operation in healthcare service sector. The ease of use offered by …

[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
Background The Internet of Medical Things (IoMTs) is gradually replacing the traditional
healthcare system. However, little attention has been paid to their security requirements in …