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Evaluation of direct attacks to fingerprint verification systems
- Source :
- Telecommunication Systems
- Publication Year :
- 2022
- Publisher :
- arXiv, 2022.
-
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.<br />Comment: Published at Springer Journal of Telecommunication Systems, Special Issue of Biometrics Systems & Applications
- Subjects :
- Minutiae
FOS: Computer and information sciences
Signal processing
Biometrics
Computer science
Computer Vision and Pattern Recognition (cs.CV)
Computer Science - Computer Vision and Pattern Recognition
Fingerprint Verification Competition
020206 networking & telecommunications
02 engineering and technology
computer.software_genre
Robustness (computer science)
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Data mining
Electrical and Electronic Engineering
computer
Computer communication networks
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- Telecommunication Systems
- Accession number :
- edsair.doi.dedup.....47ccddb6854170621c4f3b7e5da088d9
- Full Text :
- https://doi.org/10.48550/arxiv.2212.07575