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 …

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 …

Facial image encryption for secure face recognition system

E Abusham, B Ibrahim, K Zia, M Rehman - Electronics, 2023 - mdpi.com
A biometric authentication system is more convenient and secure than graphical or textual
passwords when accessing information systems. Unfortunately, biometric authentication …

Detection of spoofing attacks for ear biometrics through image quality assessment and deep learning

I Toprak, Ö Toygar - Expert Systems with Applications, 2021 - Elsevier
Ear recognition systems are one of the popular person identification systems. These
biometric systems need to be protected against attackers. In this paper, a novel method is …

Myope models-are face presentation attack detection models short-sighted?

PC Neto, AF Sequeira… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Presentation attacks are recurrent threats to biometric systems, where impostors attempt to
bypass these systems. Humans often use background information as contextual cues for …

Face presentation attack detection in mobile scenarios: A comprehensive evaluation

S Jia, G Guo, Z Xu, Q Wang - Image and Vision Computing, 2020 - Elsevier
The vulnerability of face recognition systems to different presentation attacks has aroused
increasing concern in the biometric community. Face presentation detection (PAD) …

Ear anti-spoofing against print attacks using three-level fusion of image quality measures

I Toprak, Ö Toygar - Signal, Image and Video Processing, 2020 - Springer
Ear biometric recognition systems have been developed in the last decades. Consequently,
the attacks to these biometrics security systems became inevitable. Recently, image quality …

[PDF][PDF] Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning

A Komaty, HO Shahreza, A George… - arXiv preprint arXiv …, 2025 - arxiv.org
This study highlights the potential of ChatGPT (specifically GPT-4o) as a competitive
alternative for Face Presentation Attack Detection (PAD), outperforming several PAD …

An Integration of New Digital Image Scrambling Technique on PCA‐Based Face Recognition System

E Abusham, B Ibrahim, K Zia… - Scientific …, 2022 - Wiley Online Library
Systems using biometric authentication offer greater security than traditional textual and
graphical password‐based systems for granting access to information systems. Although …

Face presentation attack detection: Research opportunities and perspectives

MN Favorskaya - Intelligent Decision Technologies, 2023 - content.iospress.com
The rapid development of biometric methods and their implementation in practice has led to
the widespread attacks called spoofing, which are purely biometric vulnerabilities, but are …