HyFiPAD: a hybrid approach for fingerprint presentation attack detection using local and adaptive image features

D Sharma, A Selwal - The Visual Computer, 2022 - Springer
With the pervasiveness of secured biometric authentication applications, the fingerprint-
based identification system has fascinated much attention recently. However, the major …

An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features

D Sharma, A Selwal - Multimedia Tools and Applications, 2022 - Springer
The fingerprint-based authentication systems are being extensively deployed as security
tool for providing access to the critical Cyber Physical Systems (CPS). However, this rapid …

A study of hand-crafted and naturally learned features for fingerprint presentation attack detection

KB Raja, R Raghavendra, S Venkatesh… - Handbook of Biometric …, 2019 - Springer
Fingerprint-based biometric systems have shown reliability in terms of accuracy in both
biometric and forensic scenarios. Although fingerprint systems are easy to use, they are …

Fingerprint presentation attack detector using global-local model

H Liu, W Zhang, F Liu, H Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The vulnerability of automated fingerprint recognition systems (AFRSs) to presentation
attacks (PAs) promotes the vigorous development of PA detection (PAD) technology …

One-class fingerprint presentation attack detection using auto-encoder network

F Liu, H Liu, W Zhang, G Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Automated Fingerprint Recognition Systems (AFRSs) have been threatened by Presentation
Attack (PA) since its existence. It is thus desirable to develop effective presentation attack …

Anomaly detection with convolutional autoencoders for fingerprint presentation attack detection

J Kolberg, M Grimmer… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
In recent years, the popularity of fingerprint-based biometric authentication systems
significantly increased. However, together with many advantages, biometric systems are still …

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 …

Fingerprint presentation attack detection based on local features encoding for unknown attacks

LJ Gonzalez-Soler, M Gomez-Barrero, L Chang… - IEEE …, 2021 - ieeexplore.ieee.org
Fingerprint-based biometric systems have experienced a large development in the past. In
spite of many advantages, they are still vulnerable to attack presentations (APs). Therefore …

Mosfpad: an end-to-end ensemble of mobilenet and support vector classifier for fingerprint presentation attack detection

A Rai, S Dey, P Patidar, P Rai - arXiv preprint arXiv:2303.01465, 2023 - arxiv.org
Automatic fingerprint recognition systems are the most extensively used systems for person
authentication although they are vulnerable to Presentation attacks. Artificial artifacts created …

Robust anti-spoofing techniques for fingerprint liveness detection: A Survey

A Habib, A Selwal - IOP Conference Series: Materials Science …, 2021 - iopscience.iop.org
The Presentation attacks on biometric systems have become a major concern in the cyber
world. The literature reveals that these systems are vulnerable to spoofing or presentation …