Ganprintr: Improved fakes and evaluation of the state of the art in face manipulation detection

JC Neves, R Tolosana… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
The availability of large-scale facial databases, together with the remarkable progresses of
deep learning technologies, in particular Generative Adversarial Networks (GANs), have led …

A comprehensive survey on techniques to handle face identity threats: challenges and opportunities

MK Rusia, DK Singh - Multimedia Tools and Applications, 2023 - Springer
The human face is considered the prime entity in recognizing a person's identity in our
society. Henceforth, the importance of face recognition systems is growing higher for many …

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 …

A comprehensive study on face recognition biases beyond demographics

P Terhörst, JN Kolf, M Huber… - … on Technology and …, 2021 - ieeexplore.ieee.org
Face recognition (FR) systems have a growing effect on critical decision-making processes.
Recent works have shown that FR solutions show strong performance differences based on …

Adversarial sticker: A stealthy attack method in the physical world

X Wei, Y Guo, J Yu - IEEE Transactions on Pattern Analysis …, 2022 - ieeexplore.ieee.org
To assess the vulnerability of deep learning in the physical world, recent works introduce
adversarial patches and apply them on different tasks. In this paper, we propose another …

Face forgery detection by 3d decomposition

X Zhu, H Wang, H Fei, Z Lei… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Detecting digital face manipulation has attracted extensive attention due to the potential
harms of fake media to the public. However, recent advances have been able to reduce the …

Deepfakeson-phys: Deepfakes detection based on heart rate estimation

J Hernandez-Ortega, R Tolosana, J Fierrez… - arxiv preprint arxiv …, 2020 - arxiv.org
This work introduces a novel DeepFake detection framework based on physiological
measurement. In particular, we consider information related to the heart rate using remote …

Unsupervised adversarial domain adaptation for cross-domain face presentation attack detection

G Wang, H Han, S Shan, X Chen - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Face presentation attack detection (PAD) is essential for securing the widely used face
recognition systems. Most of the existing PAD methods do not generalize well to unseen …

Comprehensive survey: Biometric user authentication application, evaluation, and discussion

R Alrawili, AAS AlQahtani, MK Khan - Computers and Electrical …, 2024 - Elsevier
In this paper, we present a comprehensive review of the literature on biometric user
authentication, encompassing an analysis of key aspects such as the selection of biometric …

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 …