Ganprintr: Improved fakes and evaluation of the state of the art in face manipulation detection
The availability of large-scale facial databases, together with the remarkable progresses of
deep learning technologies, in particular Generative Adversarial Networks (GANs), have led …
deep learning technologies, in particular Generative Adversarial Networks (GANs), have led …
A comprehensive survey on techniques to handle face identity threats: challenges and opportunities
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 …
society. Henceforth, the importance of face recognition systems is growing higher for many …
Deep learning for face anti-spoofing: A survey
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 …
securing face recognition systems from presentation attacks (PAs). As more and more …
A comprehensive study on face recognition biases beyond demographics
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 …
Recent works have shown that FR solutions show strong performance differences based on …
Adversarial sticker: A stealthy attack method in the physical world
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 …
adversarial patches and apply them on different tasks. In this paper, we propose another …
Face forgery detection by 3d decomposition
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 …
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
This work introduces a novel DeepFake detection framework based on physiological
measurement. In particular, we consider information related to the heart rate using remote …
measurement. In particular, we consider information related to the heart rate using remote …
Unsupervised adversarial domain adaptation for cross-domain face presentation attack detection
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 …
recognition systems. Most of the existing PAD methods do not generalize well to unseen …
Comprehensive survey: Biometric user authentication application, evaluation, and discussion
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 …
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
The widespread deployment of facial recognition-based biometric systems has made facial
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …
presentation attack detection (face anti-spoofing) an increasingly critical issue. This survey …