Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection

The paper estimates the vulnerability of two commercial FR systems (Verilook and FaceVACS) to presentation attacks based on 3d custom silicone face-masks. The study is based on a new dataset, CSMAD-Mobile, introduced in the paper. Baseline performance values of several standard face-PAD methods ((LBP,LPQ,BSIF,IDA,color-textures)+SVM), computed using the new dataset, are also presented in the paper.


Présenté à:
Proceedings of 7th IAPR/IEEE International Workshop on Biometrics and Forensics
Année
2019
Laboratoires:




 Notice créée le 2019-03-25, modifiée le 2019-03-25


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