ML Anthology

Secure Fingerprint Matching with Generic Local Structures

Matthew Morse, Jesse Hartloff, Thomas Effland, Jim Schuler, Jennifer Cordaro, Sergey Tulyakov, Atri Rudra, Venu Govindaraju
CVPRW 2014 pp. 84-89
doi:10.1109/CVPRW.2014.18 /cvprw/2014/morse2014cvprw-secure/

Abstract

In this work we evaluate the performance of generic local structures as template points for secure fingerprint matching. We present a generic template structure called an n-gon that derives from a set of n neighboring minutiae points. We secure templates consisting of sets of n-gons using the fuzzy vault construct to obfuscate the data. We report the matching performance of our system in terms of the ZeroFAR for comparison with other systems. We also briefly describe a keyed version of our system for comparison with secure systems that utilize a secret user key.

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Cite

Text

Morse et al. "Secure Fingerprint Matching with Generic Local Structures." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2014. doi:10.1109/CVPRW.2014.18

Markdown

[Morse et al. "Secure Fingerprint Matching with Generic Local Structures." IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2014.](https://mlanthology.org/cvprw/2014/morse2014cvprw-secure/) doi:10.1109/CVPRW.2014.18

BibTeX

@inproceedings{morse2014cvprw-secure,
  title     = {{Secure Fingerprint Matching with Generic Local Structures}},
  author    = {Morse, Matthew and Hartloff, Jesse and Effland, Thomas and Schuler, Jim and Cordaro, Jennifer and Tulyakov, Sergey and Rudra, Atri and Govindaraju, Venu},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops},
  year      = {2014},
  pages     = {84-89},
  doi       = {10.1109/CVPRW.2014.18},
  url       = {https://mlanthology.org/cvprw/2014/morse2014cvprw-secure/}
}