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Open-Set: ID Card Presentation Attack Detection using Neural Transfer Style. (arXiv:2312.13993v1 [cs.CV])
cs.CR updates on arXiv.org arxiv.org
The accurate detection of ID card Presentation Attacks (PA) is becoming
increasingly important due to the rising number of online/remote services that
require the presentation of digital photographs of ID cards for digital
onboarding or authentication. Furthermore, cybercriminals are continuously
searching for innovative ways to fool authentication systems to gain
unauthorized access to these services. Although advances in neural network
design and training have pushed image classification to the state of the art,
one of the main challenges faced by …
attack attacks authentication card cybercriminals detection digital digital onboarding id card important onboarding photographs presentation presentation attack detection remote services rising services systems transfer