Transformers in biosignal analysis: A review
Transformer architectures have become increasingly popular in healthcare applications.
Through outstanding performance in natural language processing and superior capability to …
Through outstanding performance in natural language processing and superior capability to …
A lightweight convolutional neural network method for two-dimensional photoplethysmography signals
F Zhao, X Zhang, Z He - Applied Sciences, 2024 - mdpi.com
Data information security on wearable devices has emerged as a significant concern among
users, so it becomes urgent to explore authentication methods based on wearable devices …
users, so it becomes urgent to explore authentication methods based on wearable devices …
Precision Biometrics Based on the PPG Measured From an IoT Device With OPDs, Real-Time Quality Check Through PSD, DC-Drift and Deep-Learning
DT Ngo, YJ Tseng, DH Nguyen… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
A high-accuracy biometric identification system based on photoplethysmography (PPG) is
proposed in this study. Equipped with continuous quality assessment on PPG in real-time by …
proposed in this study. Equipped with continuous quality assessment on PPG in real-time by …
[HTML][HTML] Real-Time PPG-Based Biometric Identification: Advancing Security with 2D Gram Matrices and Deep Learning Models
A Cherry, A Nasser, W Salameh, M Abou Ali… - Sensors, 2024 - mdpi.com
The integration of liveness detection into biometric systems is crucial for countering spoofing
attacks and enhancing security. This study investigates the efficacy of …
attacks and enhancing security. This study investigates the efficacy of …
Secure and efficient data fusion in iot systems using homomorphic encryption and machine learning
This research examines the secure and effective combination of information in Internet of
Things (IoT) frameworks utilizing homomorphic encryption and machine learning strategies …
Things (IoT) frameworks utilizing homomorphic encryption and machine learning strategies …
Enhancing Automotive Intrusion Detection Systems with Capability Hardware Enhanced RISC Instructions-Based Memory Protection
CS Kalutharage, S Mohan, X Liu… - …, 2025 - napier-repository.worktribe.com
The rapid integration of connected technologies in modern vehicles has introduced
significant cybersecurity challenges, particularly in securing critical systems against …
significant cybersecurity challenges, particularly in securing critical systems against …
Towards Efficient AI Solutions for Facial Recognition in the Wild
In addressing the challenges of facial recognition in in the wild, our study initially
investigated computationally efficient approaches for facial recognition in uncontrolled …
investigated computationally efficient approaches for facial recognition in uncontrolled …
Squeeze-and-Excitation Hybrid Network for Biometric Identification via Photoplethysmography
Biometric identity verification is critical in security, healthcare, and personalized services.
Photoplethysmography (PPG) signals, measuring blood volume changes in small vessels …
Photoplethysmography (PPG) signals, measuring blood volume changes in small vessels …
EPDF: A Dual-Channel Individual Classification and Authentication Method Based on Feature Fusion of ECG and PPG Signals in Wearable Devices
Y Fan - 2024 7th International Conference on Information …, 2024 - ieeexplore.ieee.org
With the advancement of wearable devices and biosensor technology, ECG and PPG are
becoming prominent for individual classification and authentication due to their unique and …
becoming prominent for individual classification and authentication due to their unique and …
Enhancing Security in Physical Layer Communications Based on Continuous Wavelet Transform with Convolutional Vision Transformer
S Obaid, D Siri, SS Kumar… - 2024 4th International …, 2024 - ieeexplore.ieee.org
Nowadays, the Enhancing Security in Physical Layer Communications underway on
implementing the 6G radio because the attacks are increasing more on wireless edges such …
implementing the 6G radio because the attacks are increasing more on wireless edges such …