da/sec scientific talk on Biometrics

Topic: Fingerprint Presentation Attack Detection using Laser Speckle Contrast Imaging

by Jascha Kolberg
D19/2.03a, March 20, 2019 (Wednesday), 12.00 noon

Keywords — Presentation Attack Detection, Fingerprint, LSCI

Abstract

The increased usage of biometric authentication systems has raised concerns regarding the security. In particular, preventing security issues related to presentation attacks targeting the biometric capture device are of utmost importance. To develop presentation attack detection (PAD) mechanisms, features confirming the liveness of the biometric characteristic such as the blood flow within the finger are needed. Utilising laser speckle contrast imaging (LSCI) to observe blood movement below the surface, we present an evaluation of different machine learning classifiers for fingerprint PAD.