509 citations · 546 across the 13 of their papers we have counts for
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Reconstructing Protected Biometric Templates from Binary Authentication Results
Eliron Rahimi, Margarita Osadchy, Orr Dunkelman
Biometric data is considered to be very private and highly sensitive. As such, many methods for biometric template protection were considered over the years -- from biohashing and…
Fuzzy Commitments Offer Insufficient Protection to Biometric Templates Produced by Deep Learning
Danny Keller, Margarita Osadchy, Orr Dunkelman
In this work, we study the protection that fuzzy commitments offer when they are applied to facial images, processed by the state of the art deep learning facial recognition system…
HoneyFaces: Increasing the Security and Privacy of Authentication Using Synthetic Facial Images
Mor Ohana, Orr Dunkelman, Stuart Gibson +1
One of the main challenges faced by Biometric-based authentication systems is the need to offer secure authentication while maintaining the privacy of the biometric data. Previous…