Deep learning for face anti-spoofing: A survey

Z Yu, Y Qin, X Li, C Zhao, Z Lei… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Face anti-spoofing (FAS) has lately attracted increasing attention due to its vital role in
securing face recognition systems from presentation attacks (PAs). As more and more …

Wild face anti-spoofing challenge 2023: Benchmark and results

D Wang, J Guo, Q Shao, H He… - Proceedings of the …, 2023 - openaccess.thecvf.com
Face anti-spoofing (FAS) is an essential mechanism for safeguarding the integrity of
automated face recognition systems. Despite substantial advancements, the generalization …

Generating master faces for use in performing wolf attacks on face recognition systems

HH Nguyen, J Yamagishi, I Echizen… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Due to its convenience, biometric authentication, especial face authentication, has become
increasingly mainstream and thus is now a prime target for attackers. Presentation attacks …

Open-Set Single-Domain Generalization for Robust Face Anti-Spoofing

F Jiang, Q Li, W Wang, M Ren, W Shen, B Liu… - International Journal of …, 2024 - Springer
Face anti-spoofing is a critical component of face recognition technology. However, it suffers
from poor generalizability for cross-scenario target domains due to the simultaneous …

Cross-Scenario Unknown-Aware Face Anti-Spoofing With Evidential Semantic Consistency Learning

F Jiang, Y Liu, H Si, J Meng, Q Li - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, domain adaptation techniques have been widely used to adapt face anti-
spoofing models to a cross-scenario target domain. Most previous methods assume that the …

Race bias analysis of bona fide errors in face anti-spoofing

L Abduh, I Ivrissimtzis - International Conference on Computer Analysis of …, 2023 - Springer
The study of bias in Machine Learning is receiving a lot of attention in recent years, however,
few only papers deal explicitly with the problem of race bias in face anti-spoofing. In this …

Revealing Real Face for Generalized Anti-Spoofing

W Tang, Z Huang, Q Shen - International Forum on Digital TV and …, 2023 - Springer
Abstract Current researches on Face Anti-Spoofing (FAS) predominantly focus on the
detection of spoofing traces in face images. However, these methods may face limitations in …

Progression in Biometric Recognition Systems and its Security

A Annavarapu, S Borra, R Thanki - Recent Patents on …, 2022 - ingentaconnect.com
The security of information is the major problem faced in today's digital environment.
Biometric Systems help in achieving high-end security at precise performance requirements …

Presentation attack detection for face recognition using remotephotoplethysmography and cascaded fusion

MF GÜNDOĞAR, ÇE ERDEM - Turkish Journal of Electrical …, 2021 - journals.tubitak.gov.tr
Spoofing (presentation) attacks are important threats for face recognition and authentication
systems, which try to deceive them by presenting an image or video of a different subject, or …

Hierarchical interpolation of imagenet features for cross-dataset presentation attack detection

JM Singh, R Ramachandra, C Busch - Intelligent Technologies and …, 2021 - Springer
Abstract Face Recognition Systems (FRS) are vulnerable to spoofing attacks (aka
presentation attacks), which can be carried out by presenting a printed photo (print-photo) …