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Unraveling robustness of deep face anti-spoofing models against pixel attacks
Authors:Bousnina  Naima  Zheng  Lilei  Mikram  Mounia  Ghouzali  Sanaa  Minaoui  Khalid
Affiliation:1.LRIT - CNRST URAC n°. 29, Faculty of Sciences Rabat, IT Center, Mohammed V University Morocco, Rabat, Morocco
;2.Image Processing Team, Data Science, Shopee Singapore, Singapore, Singapore
;3.Meridian Team, LYRICA Laboratory, School of Information Sciences, Rabat, Morocco
;4.Information Technology Department, College of Computer and Information Sciences, King Saud University Riyadh, Riyadh, Kingdom of Saudi Arabia
;
Abstract:Multimedia Tools and Applications - In the last few decades, deep-learning-based face verification and recognition systems have had enormous success in solving complex security problems. However,...
Keywords:
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