Publication

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

Sébastien Marcel
2019
Conference paper
Abstract

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.

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