On the vulnerability of fingerprint verification systems to fake fingerprint attacks

July 11, 2022 Β· Declared Dead Β· πŸ› Proceedings 40th Annual 2006 International Carnahan Conference on Security Technology

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Authors Javier Galbally, Julian Fierrez-Aguilar, Joaquin Rodriguez-Gonzalez, Fernando Alonso-Fernandez, Javier Ortega-Garcia, Marino Tapiador arXiv ID 2207.04813 Category cs.CV: Computer Vision Cross-listed cs.CR, eess.IV Citations 83 Venue Proceedings 40th Annual 2006 International Carnahan Conference on Security Technology Last Checked 5 months ago
Abstract
A new method to generate gummy fingers is presented. A medium-size fake fingerprint database is described and two different fingerprint verification systems are evaluated on it. Three different scenarios are considered in the experiments, namely: enrollment and test with real fingerprints, enrollment and test with fake fingerprints, and enrollment with real fingerprints and test with fake fingerprints. Results for an optical and a thermal sweeping sensors are given. Both systems are shown to be vulnerable to direct attacks.
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