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Digital and Physical Face Attacks: Reviewing and One Step Further. (arXiv:2209.14692v1 [cs.CV])
Sept. 30, 2022, 1:20 a.m. | Chenqi Kong, Shiqi Wang, Haoliang Li
cs.CR updates on arXiv.org arxiv.org
With the rapid progress over the past five years, face authentication has
become the most pervasive biometric recognition method. Thanks to the
high-accuracy recognition performance and user-friendly usage, automatic face
recognition (AFR) has exploded into a plethora of practical applications over
device unlocking, checking-in, and financial payment. In spite of the
tremendous success of face authentication, a variety of face presentation
attacks (FPA), such as print attacks, replay attacks, and 3D mask attacks, have
raised pressing mistrust concerns. Besides physical …
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