On the vulnerability of fingerprint verification systems to fake fingerprint attacks
July 11, 2022 Β· Declared Dead Β· π 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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