A survey on antispoofing schemes for fingerprint recognition systems

E Marasco, A Ross - ACM Computing Surveys (CSUR), 2014 - dl.acm.org
Several issues related to the vulnerability of fingerprint recognition systems to attacks have
been highlighted in the biometrics literature. One such vulnerability involves the use of …

Deep learning techniques for biometric security: A systematic review of presentation attack detection systems

K Shaheed, P Szczuko, M Kumar, I Qureshi… - … Applications of Artificial …, 2024 - Elsevier
Biometric technology, including finger vein, fingerprint, iris, and face recognition, is widely
used to enhance security in various devices. In the past decade, significant progress has …

An investigation of local descriptors for biometric spoofing detection

D Gragnaniello, G Poggi, C Sansone… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Biometric authentication systems are quite vulnerable to sophisticated spoofing attacks. To
keep a good level of security, reliable spoofing detection tools are necessary, preferably …

[HTML][HTML] Anti-spoofing method for fingerprint recognition using patch based deep learning machine

DM Uliyan, S Sadeghi, HA Jalab - Engineering Science and Technology, an …, 2020 - Elsevier
Today's with increasing identity theft, biometric systems based on fingerprints have a
growing importance in protection and access restrictions. Malicious users violate them by …

Biometric liveness detection: Challenges and research opportunities

Z Akhtar, C Micheloni, GL Foresti - IEEE Security & Privacy, 2015 - ieeexplore.ieee.org
Biometric Liveness Detection: Challenges and Research Opportunities Page 1 1540-7993/15/$31.00
© 2015 IEEE Copublished by the IEEE Computer and Reliability Societies September/October …

Biometric presentation attack detection: Beyond the visible spectrum

R Tolosana, M Gomez-Barrero, C Busch… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The increased need for unattended authentication in multiple scenarios has motivated a
wide deployment of biometric systems in the last few years. This has in turn led to the …

Open set fingerprint spoof detection across novel fabrication materials

A Rattani, WJ Scheirer, A Ross - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
A fingerprint spoof detector is a pattern classifier that is used to distinguish a live finger from
a fake (spoof) one in the context of an automated fingerprint recognition system. Most spoof …

Liveness is not enough: Enhancing fingerprint authentication with behavioral biometrics to defeat puppet attacks

C Wu, K He, J Chen, Z Zhao, R Du - 29th USENIX Security Symposium …, 2020 - usenix.org
Fingerprint authentication has gained increasing popularity on mobile devices in recent
years. However, it is vulnerable to presentation attacks, which include that an attacker …

[HTML][HTML] A comprehensive survey of fingerprint presentation attack detection

K Karampidis, M Rousouliotis, E Linardos… - … , Security and Safety, 2021 - oaepublish.com
Nowadays, the number of people that utilize either digital applications or machines is
increasing exponentially. Therefore, trustworthy verification schemes are required to ensure …

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 …