Evaluation of direct attacks to fingerprint verification systems

15 Dec 2022  ·  J. Galbally, J. Fierrez, F. Alonso-Fernandez, M. Martinez-Diaz ·

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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