Deep learning based fingerprint presentation attack detection: A comprehensive Survey

H Li, R Ramachandra - arxiv preprint arxiv:2305.17522, 2023 - arxiv.org
The vulnerabilities of fingerprint authentication systems have raised security concerns when
adapting them to highly secure access-control applications. Therefore, Fingerprint …

A new approach in automated fingerprint presentation attack detection using optical coherence tomography

H Sun, Y Zhang, P Chen, H Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Presentation attack detection (PAD) is a critical component of automated fingerprint
recognition systems (AFRSs). However, existing PAD technologies based on optical …

Fingerprint presentation attack detection by channel-wise feature denoising

F Liu, Z Kong, H Liu, W Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Due to the diversity of attack materials, fingerprint recognition systems (AFRSs) are
vulnerable to malicious attacks. It is thus important to propose effective fingerprint …

Parametric study of hand dorsal vein biometric recognition vulnerability to spoofing attacks

PV Mizinov, NS Konnova, MA Basarab… - Journal of Computer …, 2024 - Springer
Biometric vein recognition systems are vulnerable to presentation attacks. Traditionally,
researchers have used a near-infrared (NIR) drawing of the user's vascular bed to create a …

Effective presentation attack detection driven by face related task

W Zhang, H Liu, F Liu, R Ramachandra… - European Conference on …, 2022 - Springer
The robustness and generalization ability of Presentation Attack Detection (PAD) methods is
critical to ensure the security of Face Recognition Systems (FRSs). However, in a real …

A Comprehensive Review of Unimodal and Multimodal Fingerprint Biometric Authentication Systems: Fusion, Attacks, and Template Protection

U Sumalatha, KK Prakasha, S Prabhu… - IEEE Access, 2024 - ieeexplore.ieee.org
In the contemporary technological landscape, biometrics, encompassing the analysis of
biological data, have gained significance. Biometrics is a methodology that utilize unique …

A uniform representation model for OCT-based fingerprint presentation attack detection and reconstruction

W Zhang, H Liu, F Liu, R Ramachandra - Pattern Recognition, 2024 - Elsevier
Abstract In current Optical Coherence Tomography (OCT)-based fingerprint recognition
systems, Presentation Attack Detection (PAD) and subsurface fingerprint reconstruction are …

Methods and applications of fingertip subcutaneous biometrics based on optical coherence tomography

Y Yu, H Wang, Y Zhang, R Liang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Degraded skin conditions and advanced forgery technologies have reduced the stability and
security of identity authentication based on external biometrics of the fingertip, including …

MsMemoryGAN: A Multi-scale Memory GAN for Palm-vein Adversarial Purification

H Qin, Y Fu, H Zhang, MA El-Yacoubi, X Gao… - arxiv preprint arxiv …, 2024 - arxiv.org
Deep neural networks have recently achieved promising performance in the vein
recognition task and have shown an increasing application trend, however, they are prone …

Decoupled mixup for out-of-distribution visual recognition

H Liu, W Zhang, J **e, H Wu, B Li, Z Zhang, Y Li… - … on Computer Vision, 2022 - Springer
Convolutional neural networks (CNN) have demonstrated remarkable performance, when
the training and testing data are from the same distribution. However, such trained CNN …