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Paper · arXiv

Scalable Secure Biometric Authentication without Auxiliary Identifiers

The prevalence of biometric authentication has been on the rise due to its ease of use and elimination of weak passwords. To date, most biometric authentication systems have been designed for on-device authentication of the device owner (e.g., smartphones and laptops). Recently, biometric authentication systems have started to emerge that are designed to authenticate users against cloud databases storing representations of biometrics for large numbers of users (potentially millions), such as those facilitating biometric payments. However, the use of a large cloud database introduces a significant attack vector, as a breach of the database could lead to the compromise of all enrolled users...

AuthorsAlexander Bienstock, Daniel Escudero, Antigoni Polychroniadou et al.
Primary categorycs.CR
Published27 April 2026
Last updated at source27 April 2026
cs.CRcs.AIcs.CVcs.LG
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