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In this article, we propose a method forthe detection of hackers who try todeceive face recognition systems,by using 3D masks of people belonging to the system database.We first test the robustness of a well-established recognition method to attacks by 3D masks, using 3DMAD database which consists of real faces and faces with 3D masks.