Research graph
References from PPG-based biometric authentication: A review on architectures, datasets, attacks and security challenges. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2023 · External reference
10.3390/fi14080222
10.3390/fi14080222 · External reference
10.1007/978-3-031-16210-7_45
10.1007/978-3-031-16210-7_45 · 2022 · External reference
A review on protection and cancelable techniques in biometric systems
10.1109/access.2023.3239387 · 2023 · External reference
Heart rate estimation from wrist-worn photoplethysmography: a review
10.1109/jsen.2019.2914166 · 2019 · External reference
10.1016/j.cose.2024.104285
10.1016/j.cose.2024.104285 · External reference
10.1109/mc.2020.2997278
10.1109/mc.2020.2997278 · External reference
Towards nonintrusive and secure mobile two-factor authentication on wearables
10.1109/tmc.2021.3133275 · 2023 · External reference
Smartphone passcode prediction
10.1049/iet-ifs.2017.0606 · 2018 · External reference
A NAS-Based TinyML for secure authentication detection on SAGVN-enabled consumer edge devices
2024 · External reference
10.1109/icabme59496.2023.10293049
10.1109/icabme59496.2023.10293049 · 2023 · External reference
10.3390/s25010040
10.3390/s25010040 · External reference
10.1016/j.iot.2024.101374
10.1016/j.iot.2024.101374 · External reference
10.1016/j.bspc.2023.105022
10.1016/j.bspc.2023.105022 · External reference
10.1016/j.patrec.2022.03.006
10.1016/j.patrec.2022.03.006 · External reference
10.1109/icicsp62589.2024.10809335
10.1109/icicsp62589.2024.10809335 · 2024 · External reference
Physiological synchrony: a new approach toward identifying unknown presentation attacks on biometric systems
10.1109/tim.2021.3107044 · 2021 · External reference
Synthetic photoplethysmogram (PPG) signal generation using a genetic programming-based generative model
10.1080/03091902.2024.2438150 · 2024 · External reference
Unresolved reference
2020 · External reference
Identification of PPG measurement sites toward countermeasures against biometric presentation attacks
10.1109/access.2022.3221456 · 2022 · External reference
Unresolved reference
2023 · External reference
10.1109/embc46164.2021.9630803
10.1109/embc46164.2021.9630803 · 2021 · External reference
Basic study on presentation attacks against biometric authentication using photoplethysmogram
10.14326/abe.10.101 · 2021 · External reference
Evaluation of PPG feature values toward biometric authentication against presentation attacks
10.1109/access.2022.3167667 · 2022 · External reference
WF-PPG: a wrist-finger dual-channel dataset for studying the impact of contact pressure on PPG morphology
10.1038/s41597-025-04453-7 · 2025 · External reference
Unresolved reference
2019 · External reference
A new score level fusion approach for stable user verification system using the PPG signal
10.1007/s11265-022-01747-6 · 2022 · External reference
10.3390/s24010015
10.3390/s24010015 · External reference
Unresolved reference
External reference
10.1155/2021/6626974
10.1155/2021/6626974 · External reference
10.3390/s22083070
10.3390/s22083070 · External reference
10.1016/j.compbiomed.2024.109254
10.1016/j.compbiomed.2024.109254 · External reference
10.1109/icassp43922.2022.9746592
10.1109/icassp43922.2022.9746592 · 2022 · External reference
Analysis and improvement of a pin-entry method resilient to shoulder-surfing and recording attacks
10.1109/tifs.2014.2374352 · 2015 · External reference
Unresolved reference
2015 · External reference
Physical password breaking via thermal sequence analysis
10.1109/tifs.2018.2868219 · 2019 · External reference
10.1145/3594739.3610670
10.1145/3594739.3610670 · 2023 · External reference
10.1007/978-3-031-51479-1_10
10.1007/978-3-031-51479-1_10 · 2024 · External reference
10.1145/3560830.3563722
10.1145/3560830.3563722 · 2022 · External reference
Unresolved reference
2023 · External reference
10.1016/j.cose.2023.103488
10.1016/j.cose.2023.103488 · External reference
Challenges and opportunities of biometric user authentication in the age of IoT: a survey
10.1145/3603705 · 2023 · External reference
10.1016/j.mlwa.2024.100559
10.1016/j.mlwa.2024.100559 · External reference
10.1109/isbast.2012.11
10.1109/isbast.2012.11 · 2012 · External reference
Dual-domain and Multiscale fusion deep Neural network for PPG biometric recognition
10.1007/s11633-022-1366-8 · 2023 · External reference
10.1109/ic3se62002.2024.10593247
10.1109/ic3se62002.2024.10593247 · 2024 · External reference
Unresolved reference
2024 · External reference
10.1109/wcnc51071.2022.9771813
10.1109/wcnc51071.2022.9771813 · 2022 · External reference
Unresolved reference
2025 · External reference
Precision biometrics based on PPG measured from an IoT device with OPDs, real-time quality check through PSD, DC drift, and deep learning
10.1109/jiot.2024.3454691 · 2024 · External reference
10.3390/mti6120107
10.3390/mti6120107 · External reference
10.1136/bmj.n71
10.1136/bmj.n71 · External reference
M-PPG: a nonintrusive authentication for wearable devices via PPG sensors with motor excitations
10.1109/jsen.2024.3443914 · 2024 · External reference
A comprehensive risk analysis method for adversarial attacks on biometric authentication systems
10.1109/access.2024.3439741 · 2024 · External reference
10.1109/ccece58730.2023.10288873
10.1109/ccece58730.2023.10288873 · 2023 · External reference
10.1109/jsen.2022.3146291
10.1109/jsen.2022.3146291 · External reference
10.1109/tsp59544.2023.10197742
10.1109/tsp59544.2023.10197742 · 2023 · External reference
A survey on heart biometrics
10.1145/3410158 · 2020 · External reference
10.1109/metroxraine62247.2024.10796284
10.1109/metroxraine62247.2024.10796284 · 2024 · External reference
Attacks on heartbeat-based security using remote photoplethysmography
10.1109/jbhi.2017.2691282 · 2018 · External reference
10.3390/s23104634
10.3390/s23104634 · External reference
Unresolved reference
2021 · External reference
Enhanced user verification in IoT applications: a fusion-based multimodal cancelable biometric system with ECG and PPG signals
10.1007/s00521-023-09394-z · 2024 · External reference
10.1007/978-3-031-49071-2
10.1007/978-3-031-49071-2 · 2024 · External reference
10.1109/wacv51458.2022.00285
10.1109/wacv51458.2022.00285 · 2022 · External reference
10.1109/icdcs57875.2023.00074
10.1109/icdcs57875.2023.00074 · 2023 · External reference
Unresolved reference
2012 · External reference
10.1016/j.asoc.2024.111461
10.1016/j.asoc.2024.111461 · External reference
Fundamentals of biometric authentication technologies
10.1142/s0219467801000086 · 2001 · External reference
10.1016/j.bspc.2023.105609
10.1016/j.bspc.2023.105609 · External reference
Unresolved reference
2024 · External reference
10.3390/s21186241
10.3390/s21186241 · External reference
A secure, flexible, and PPG-based biometric scheme for healthy IoT using homomorphic random forest
10.1109/jiot.2023.3285796 · 2024 · External reference
10.1109/icc51166.2024.10622232
10.1109/icc51166.2024.10622232 · 2024 · External reference
10.3390/app14103963
10.3390/app14103963 · External reference
10.1109/infocom41043.2020.9155526
10.1109/infocom41043.2020.9155526 · 2020 · External reference
Robust continuous authentication using cardiac biometrics from wrist-worn wearables
10.1109/jiot.2021.3128290 · 2022 · External reference
Metaverse can: embracing continuous, active, and non-intrusive biometric authentication
10.1109/mnet.2023.3318890 · 2023 · External reference
Gesture-related two-factor authentication for wearable devices via PPG sensors
10.1109/jsen.2023.3269440 · 2023 · External reference
