AI RESEARCH
Find the Differences: Differential Morphing Attack Detection vs Face Recognition
arXiv CS.CV
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ArXi:2604.14734v1 Announce Type: new Morphing is a challenge to face recognition (FR) for which several morphing attack detection solutions have been proposed. We argue that face recognition and differential morphing attack detection (D-MAD) in principle perform very similar tasks, which we by comparing an FR system with two existing D-MAD approaches. We also show that currently used decision thresholds inherently lead to FR systems being vulnerable to morphing attacks and that this explains the tradeoff between performance on normal images and vulnerability to morphing attacks.