5 papers
PIU: Proximity-guided Identity Unlearning in ID-Conditioned Diffusion Models
Jose Edgar Hernandez Cancino Estrada, Mauro DÃaz Lupone, Žiga EmerÅ¡iÄ +3
Identity-conditioned diffusion models enable high-quality and identity-consistent face generation, but they also raise severe privacy concerns, as models may continue to synthesize…
FunFace: Feature Utility and Norm Estimation for Face Recognition
Žiga Babnik, Fadi Boutros, Naser Damer +3
Face Recognition (FR) is used in a variety of application domains, from entertainment and banking to security and surveillance. Such applications rely on the FR model to be robust…
ID-Booth: Identity-consistent Face Generation with Diffusion Models
Darian TomaÅ¡eviÄ, Fadi Boutros, Chenhao Lin +3
Recent advances in generative modeling have enabled the generation of high-quality synthetic data that is applicable in a variety of domains, including face recognition. Here, stat…
Second Competition on Presentation Attack Detection on ID Card
Juan E. Tapia, Mario Nieto, Juan M. Espin +30
This work summarises and reports the results of the second Presentation Attack Detection competition on ID cards. This new version includes new elements compared to the previous on…
SelfMAD: Enhancing Generalization and Robustness in Morphing Attack Detection via Self-Supervised Learning
Marija Ivanovska, Leon Todorov, Naser Damer +3
With the continuous advancement of generative models, face morphing attacks have become a significant challenge for existing face verification systems due to their potential use in…