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Evaluation of direct attacks to fingerprint verification systems
December 15, 2022 Β· Declared Dead Β· π Telecommunications Systems
"No code URL or promise found in abstract"
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Authors
J. Galbally, J. Fierrez, F. Alonso-Fernandez, M. Martinez-Diaz
arXiv ID
2212.07575
Category
cs.CV: Computer Vision
Citations
113
Venue
Telecommunications Systems
Last Checked
4 months ago
Abstract
The vulnerabilities of fingerprint-based recognition systems to direct attacks with and without the cooperation of the user are studied. Two different systems, one minutiae-based and one ridge feature-based, are evaluated on a database of real and fake fingerprints. Based on the fingerprint images quality and on the results achieved on different operational scenarios, we obtain a number of statistically significant observations regarding the robustness of the systems.
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