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GaitSpoofNet: advanced spatio-temporal architectures for vision-based presentation attack detection

IntroductionGait recognition offers a promising non-intrusive biometric modality, but its widespread adoption is critically hindered by its vulnerability to spoofing attacks, also known as Presentation Attacks (PAs). Developing effective gait anti-spoofing, or Presentation Attack Detection (PAD), me...

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Principais autores: Islam Mohamed, Ahmad Salah, Essam Debie, Marwa Abdellah, Amr Abdellatif
פורמט: Artigo
שפה:Inglês
יצא לאור: Frontiers Media S.A. 2026-06-01
סדרה:Frontiers in Artificial Intelligence
נושאים:
biometric security
comparative study
deep learning
gait anti-spoofing
gait spoofing detection
GRU
גישה מקוונת:https://www.frontiersin.org/articles/10.3389/frai.2026.1821341/full
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