Instance-aware domain generalization for face anti-spoofing

Q Zhou, KY Zhang, T Yao, X Lu, R Yi… - Proceedings of the …, 2023 - openaccess.thecvf.com
Face anti-spoofing (FAS) based on domain generalization (DG) has been recently studied to
improve the generalization on unseen scenarios. Previous methods typically rely on domain …

Test-time domain generalization for face anti-spoofing

Q Zhou, KY Zhang, T Yao, X Lu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Face Anti-Spoofing (FAS) is pivotal in safeguarding facial recognition systems
against presentation attacks. While domain generalization (DG) methods have been …

Rethinking generalizable face anti-spoofing via hierarchical prototype-guided distribution refinement in hyperbolic space

C Hu, KY Zhang, T Yao, S Ding… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Generalizable face anti-spoofing (FAS) approaches have drawn growing attention due to
their robustness for diverse presentation attacks in unseen scenarios. Most previous …

Unmasking Deception: A Comprehensive Survey on the Evolution of Face Anti-spoofing Methods

A Antil, C Dhiman - Neurocomputing, 2024 - Elsevier
With the growing popularity of facial recognition (FR) in access control systems, there has
been a corresponding increase in presentation attacks (PAs) to gain unauthorized access …

Towards Unified Defense for Face Forgery and Spoofing Attacks via Dual Space Reconstruction Learning

J Cao, KY Zhang, T Yao, S Ding, X Yang… - International Journal of …, 2024 - Springer
Real-world face recognition systems are vulnerable to diverse face attacks, ranging from
digitally manipulated artifacts to physically crafted spoofing attacks. Existing works primarily …

Self-Attention and MLP Auxiliary Convolution for Face Anti-Spoofing

H Gu, J Chen, F Xiao, YJ Zhang, ZM Lu - IEEE Access, 2023 - ieeexplore.ieee.org
Face features, as the most widely adopted and essential biometric characteristic in identity
verification and recognition, play a crucial role in ensuring security. However, the …

Método para la detección de suplantación de identidad en imágenes digitales del rostro

W Valderrama Cardenas - 2023 - 51.143.95.221
Description: La progresión de la tecnología ha generado en la humanidad la necesidad de
contar con herramientas que brinden seguridad en los sistemas que contengan su …

Region-Aware Generalized Face Anti-Spoofing via Chebyshev Convolutional Graph Networks

A Akhavanpour, M Sabokrou - openreview.net
Face Anti-Spoofing (FAS) is critical for safeguarding face recognition systems from spoofing
attacks. However, current methods based on Convolutional Neural Networks (CNNs) and …