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A Physical-World Adversarial Attack Against 3D Face Recognition. (arXiv:2205.13412v1 [cs.CV])
May 27, 2022, 1:20 a.m. | Yanjie Li, Yiquan Li, Bin Xiao
cs.CR updates on arXiv.org arxiv.org
3D face recognition systems have been widely employed in intelligent
terminals, among which structured light imaging is a common method to measure
the 3D shape. However, this method could be easily attacked, leading to
inaccurate 3D face recognition. In this paper, we propose a novel,
physically-achievable attack on the fringe structured light system, named
structured light attack. The attack utilizes a projector to project optical
adversarial fringes on faces to generate point clouds with well-designed
noises. We firstly propose a …
3d adversarial attack face recognition physical recognition world
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