3D Face Morphing Attacks: Generation, Vulnerability and Detection. (arXiv:2201.03454v2 [cs.CV] UPDATED)

Face Recognition systems (FRS) have been found vulnerable to morphing
attacks, where the morphed face image is generated by blending the face images
from contributory data subjects. This work presents a novel direction towards
generating face morphing attacks in 3D. To this extent, we have introduced a
novel approach based on blending the 3D face point clouds corresponding to the
contributory data subjects. The proposed method will generate the 3D face
morphing by projecting the input 3D face point clouds …

3d arxiv attacks cv detection face generation vulnerability