Photoplethysmographic biometrics: A comprehensive survey

RD Labati, V Piuri, F Rundo, F Scotti - Pattern Recognition Letters, 2022 - Elsevier
Continuous authentication: In the literature, there are only preliminary studies on continuous
authentication methods [… datasets of samples collected continuously for long periods of time. …

Robust continuous authentication using cardiac biometrics from wrist-worn wearables

T Zhao, Y Wang, J Liu, J Cheng… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
… users’ pulsatile signals from photoplethysmography (PPG) sensors … filtering methods to
mitigate the impacts of transient and continuous … Some initial studies have explored PPG-based …

Trueheart: Continuous authentication on wrist-worn wearables using ppg-based biometrics

T Zhao, Y Wang, J Liu, Y Chen… - IEEE INFOCOM 2020 …, 2020 - ieeexplore.ieee.org
photoplethysmography (PPG) sensor can also provide unique cardiac biometric information
for user authentication [… Some initial studies have explored PPG-based authentications. For …

PulseOblivion: An Effective Session-Based Continuous Authentication Scheme Using PPG Signals

HA Aly, R Di Pietro - IEEE Access, 2023 - ieeexplore.ieee.org
… employed solution resorts to biometric signals, such as photoplethysmography (PPG) [4] …
preliminary study on continuous authentication methods for photo- plethysmographic biometrics,…

Deep learning-based photoplethysmography biometric authentication for continuous user verification

L Wan, K Liu, HA Mengash, N Alruwais… - Applied Soft …, 2024 - Elsevier
… , which provides a unique perspective on continuous user verification, our model excelled
with an … effectiveness in distinguishing between users in a continuous verification scenario. …

Towards Feasible Continuous Authentication Using PPG Signal with Deep Autoencoders

H Aly - 2022 - search.proquest.com
… and the related work for building a biometric authentication system using PPG signals. First,
section 2.1 will discuss the various types of authentication modes for machine learning (ML) …

Biometric recognition based on scalable end-to-end convolutional neural network using photoplethysmography: A comparative study

D Wang, Q Hu, C Yang - Computers in Biology and Medicine, 2022 - Elsevier
… A low-cost continuous authentication system basing on fiducial features and adaptive
classifier, … [24] present a preliminary study on an approach that extracts features from different …

Machine Learning-Based Biometric Authentication with Photoplethysmography Signal

B Çokçetn, D Kandaz, MK Uçar - The International Conference on Artificial …, 2022 - Springer
… the literature, there are only preliminary studies on continuous authentication methods [1]. …
preliminary study on continuous authentication methods for photoplethysmographic biometrics

Photoplethysmogram biometric authentication using a 1D siamese network

CL Seok, YD Song, BS An, EC Lee - Sensors, 2023 - mdpi.com
… Hwang et al. describe a method for biometric authentication using photoplethysmography
(… The previous paper, like this study, studies effortless continuous authentication using PPG …

Novel robust photoplethysmogram-based authentication

L Pu, PJ Chacon, HC Wu, JW Choi - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
… PPG signals as reliable biometric information for biological authentication. PPG signals …
peakdetection methods) is necessary. Since we focus on continuous authentication in this work, …