3 papers
cs.CV2026
Towards Zero-Shot Domain Generalization for ID Cards Presentation Attack Detection
Mario Nieto-Hidalgo, Juan M. Espin, Juan E. Tapia
Presentation-Attack Detection (PAD) for national ID cards is limited by the lack of publicly available genuine samples, making it difficult for systems to generalize across countri…
cs.CV2025
Enhanced Deep Learning DeepFake Detection Integrating Handcrafted Features
Alejandro Hinke-Navarro, Mario Nieto-Hidalgo, Juan M. Espin +1
The rapid advancement of deepfake and face swap technologies has raised significant concerns in digital security, particularly in identity verification and onboarding processes. Co…
cs.CV2023
Open-Set: ID Card Presentation Attack Detection using Neural Transfer Style
Reuben Markham, Juan M. Espin, Mario Nieto-Hidalgo +1
The accurate detection of ID card Presentation Attacks (PA) is becoming increasingly important due to the rising number of online/remote services that require the presentation of d…