Cybersecurity for Sustainable Smart Healthcare: State of the Art, Taxonomy, Mechanisms, and Essential Roles

G Ali, MM Mijwil - Mesopotamian Journal of …, 2024 - journals.mesopotamian.press
Cutting-edge technologies have been widely employed in healthcare delivery, resulting in
transformative advances and promising enhanced patient care, operational efficiency, and …

ECG Biometric Authentication Using Self-Supervised Learning for IoT Edge Sensors

G Wang, S Shanker, A Nag, Y Lian… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Wearable Internet of Things (IoT) devices are gaining ground for continuous physiological
data acquisition and health monitoring. These physiological signals can be used for security …

A Novel PPG-Based Biometric Authentication System Using a Hybrid CVT-ConvMixer Architecture with Dense and Self-Attention Layers

MEA Ibrahim, Q Abbas, Y Daadaa, AES Ahmed - Sensors, 2023 - mdpi.com
Biometric authentication is a widely used method for verifying individuals' identities using
photoplethysmography (PPG) cardiac signals. The PPG signal is a non-invasive optical …

ECG Biometrics Based on Attention Enhanced Domain Adaptive Feature Fusion Network

P Yi, Y Si, W Fan, Y Zhang - IEEE Access, 2023 - ieeexplore.ieee.org
In recent years, there has been an increasing focus on privacy and security among
individuals. Biometric systems are highly regarded for their strong resistance to …

Siamese Neural Network for User Authentication in Field-Programmable Gate Arrays (FPGAs) for Wearable Applications

HS Choi - Electronics, 2023 - mdpi.com
User authentication has traditionally been performed using methods such as passwords or
fingerprints. However, passwords have security vulnerabilities, and fingerprints may hinder …

Unlocking the potential of artificial intelligence in electrocardiogram biometrics: age-related changes, anomaly detection, and data authenticity in mobile health …

KE Mangold, RE Carter, KC Siontis… - … Heart Journal-Digital …, 2024 - academic.oup.com
Aims Mobile devices such as smartphones and watches can now record single-lead
electrocardiograms (ECGs), making wearables a potential screening tool for cardiac and …

SMHeart ID: smart ID based on ECG and long short term memory for remote health monitoring

D Saxena, P Patel - Multimedia Tools and Applications, 2024 - Springer
To a good extent, remote health monitoring (RHM) has become an important area of
research as life expectancy has improved. RHM can be very helpful for chronic and critical …

Simple yet Effective ECG Identity Authentication with Low EER & without Retraining

M Dong, Z Zhao, Y Zhang, Y Deng… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
Recently, electrocardiogram (ECG) signals have garnered significant attention in the field of
identity authentication due to its biological uniqueness. For identity authentication, the ECG …

Deep Learning Application in Continuous Authentication

M Havrylovych, V Danylov - IEEE lnternational Conference on Advanced …, 2024 - Springer
This paper reviews deep learning architectures used in continuous authentication,
emphasizing on sensor-based or implicit device authentication methods such as motion …

Верифікація користувача методами глибокого навчання на основі поведінкових та біометричних характеристик

МП Гаврилович - 2024 - ela.kpi.ua
Анотація Гаврилович МП Верифікація користувача методами глибокого навчання на
основі поведінкових та біометричних характеристик.–Кваліфікаційна наукова праця на …