Presentation attack detection methods for face recognition systems: A comprehensive survey

R Ramachandra, C Busch - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
The vulnerability of face recognition systems to presentation attacks (also known as direct
attacks or spoof attacks) has received a great deal of interest from the biometric community …

A survey on anti-spoofing methods for facial recognition with rgb cameras of generic consumer devices

Z Ming, M Visani, MM Luqman, JC Burie - Journal of imaging, 2020 - mdpi.com
The widespread deployment of facial recognition-based biometric systems has made facial
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …

Face spoofing detection using colour texture analysis

Z Boulkenafet, J Komulainen… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Research on non-intrusive software-based face spoofing detection schemes has been
mainly focused on the analysis of the luminance information of the face images, hence …

Deep representations for iris, face, and fingerprint spoofing detection

D Menotti, G Chiachia, A Pinto… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
Biometrics systems have significantly improved person identification and authentication,
playing an important role in personal, national, and global security. However, these systems …

Biometric antispoofing methods: A survey in face recognition

J Galbally, S Marcel, J Fierrez - Ieee Access, 2014 - ieeexplore.ieee.org
In recent decades, we have witnessed the evolution of biometric technology from the first
pioneering works in face and voice recognition to the current state of development wherein a …

A dataset and benchmark for large-scale multi-modal face anti-spoofing

S Zhang, X Wang, A Liu, C Zhao… - Proceedings of the …, 2019 - openaccess.thecvf.com
Face anti-spoofing is essential to prevent face recognition systems from a security breach.
Much of the progresses have been made by the availability of face anti-spoofing benchmark …

Casia-surf: A large-scale multi-modal benchmark for face anti-spoofing

S Zhang, A Liu, J Wan, Y Liang, G Guo… - … and Identity Science, 2020 - ieeexplore.ieee.org
Face anti-spoofing is essential to prevent face recognition systems from a security breach.
Much of the progresses have been made by the availability of face anti-spoofing benchmark …

Spoofing face recognition with 3D masks

N Erdogmus, S Marcel - IEEE transactions on information …, 2014 - ieeexplore.ieee.org
Spoofing is the act of masquerading as a valid user by falsifying data to gain an illegitimate
access. Vulnerability of recognition systems to spoofing attacks (presentation attacks) is still …

Spoofing in 2d face recognition with 3d masks and anti-spoofing with kinect

N Erdogmus, S Marcel - 2013 IEEE sixth international …, 2013 - ieeexplore.ieee.org
The problem of detecting face spoofing attacks (presentation attacks) has recently gained a
well-deserved popularity. Mainly focusing on 2D attacks forged by displaying printed photos …

Face presentation attack detection across spectrum using time-frequency descriptors of maximal response in laplacian scale-space

R Raghavendra, KB Raja, S Marcel… - 2016 Sixth International …, 2016 - ieeexplore.ieee.org
Multi-spectral face recognition has been an active area of research over the past few
decades. However, the vulnerability of multi-spectral face recognition systems is a growing …