da/sec scientific talk on Biometrics

Topic: Morphing Attack Detection: A Fusion Approach

by Siri Lorenz
online Big Blue Button Room: D19/2.03a, September 23, 2021 (Thursday), 12.00 noon

Keywords — Face Recognition, Morphing Attack Detection, Hyperparameter Optimisation, Biometric Fusion

Abstract

Face morphing attacks pose a serious threat to existing face recognition systems. As a number of studies have shown, existing face recognition systems and human experts can be fooled by morphed facial images.
Using features extracted by different feature extractors we develop a score-level based fusion approach to improve the morphing attack detection performance.