A Novel Active Solution for Two-Dimensional Face Presentation Attack Detection

M Pooshideh - arXiv preprint arXiv:2212.06958, 2022 - arxiv.org
Identity authentication is the process of verifying one's identity. There are several identity
authentication methods, among which biometric authentication is of utmost importance …

A review of state-of-the-art in Face Presentation Attack Detection: From early development to advanced deep learning and multi-modal fusion methods

F Abdullakutty, E Elyan, P Johnston - Information fusion, 2021 - Elsevier
Face Recognition is considered one of the most common biometric solutions these days and
is widely used across a range of devices for various security purposes. The performance of …

3sXcsNet: A framework for face presentation attack detection using deep learning

AS Biswas, S Dey, AK Ahirwar - Expert Systems with Applications, 2024 - Elsevier
Face Recognition is a widely used authentication method deployed for accessing personal
digital devices like mobiles and laptops, digital door locks, or various security applications …

Mixnet for generalized face presentation attack detection

N Sanghvi, SK Singh, A Agarwal… - 2020 25th …, 2021 - ieeexplore.ieee.org
The non-intrusive nature and high accuracy of face recognition algorithms have led to their
successful deployment across multiple applications ranging from border access to mobile …

Presentation Attack Detection: A Systematic Literature Review

M Pooshideh, A Beheshti, Y Qi, H Farhood… - ACM Computing …, 2024 - dl.acm.org
Identity authentication is the process of verifying one's identity. Many identity authentication
methods have been developed, from the conventional username-password systems to the …

VoxAtnNet: A 3D Point Clouds Convolutional Neural Network for Generalizable Face Presentation Attack Detection

R Ramachandra, N Vetrekar, S Venkatesh… - arXiv preprint arXiv …, 2024 - arxiv.org
Facial biometrics are an essential components of smartphones to ensure reliable and
trustworthy authentication. However, face biometric systems are vulnerable to Presentation …

CNN-based anomaly detection for face presentation attack detection with multi-channel images

Y Zhang, M Zhao, L Yan, T Gao… - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
Recently, face recognition systems have received significant attention, and there have been
many works focused on presentation attacks (PAs). However, the generalization capacity of …

Multi-channel face presentation attack detection using deep learning

A George, S Marcel - Deep Learning-Based Face Analytics, 2021 - Springer
Face recognition has emerged as a widely used biometric modality. However, its
vulnerability to presentation attacks remains a significant security threat. Although …

Detection and continual learning of novel face presentation attacks

M Rostami, L Spinoulas, M Hussein… - Proceedings of the …, 2021 - openaccess.thecvf.com
Advances in deep learning, combined with availability of large datasets, have led to
impressive improvements in face presentation attack detection research. However, state of …

Deceiving face presentation attack detection via image transforms

A Agarwal, A Sehwag, R Singh… - 2019 IEEE Fifth …, 2019 - ieeexplore.ieee.org
Presentation attacks can provide unauthorized access to the users and fool face recognition
systems for both small scale and large scale applications. Among all the presentation …