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Biometric Leakage from Generative Models and Adversarial Iris Swapping for Spoofing Eye-based Authentication

Michalak, Jan JakubVirginia Tech2025

… models trained on biometric data and explores digital spoofing attacks on iris-based authentication systems representative of AR/VR environments. We first explore how diffusion models trained on biometric data can memorize and leak iris images. Next, we evaluate the effectiveness of …

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