Evaluation of direct attacks to fingerprint verification systems

被引:43
作者
Galbally, J. [1 ]
Fierrez, J. [1 ]
Alonso-Fernandez, F. [1 ]
Martinez-Diaz, M. [1 ]
机构
[1] Univ Autonoma Madrid, EPS, E-28049 Madrid, Spain
关键词
Biometrics; Fingerprints; Vulnerabilities; Attacks; IMAGE-QUALITY; PERFORMANCE;
D O I
10.1007/s11235-010-9316-0
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
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.
引用
收藏
页码:243 / 254
页数:12
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