ML Anthology

Capacity and Examples of Template-Protecting Biometric Authentication Systems

Pim Tuyls, Jasper Goseling
ECCV 2004 pp. 158-170
doi:10.1007/978-3-540-25976-3_15 /eccv/2004/tuyls2004eccv-capacity/

Abstract

In this paper, we formulate precisely the requirements for privacy protecting biometric authentication systems. The secrecy capacity C_s is investigated for the discrete and the continuous case. We present, furthermore, a general algorithm that meets the requirements and achieves C_s as well as C_id (the identification capacity). Finally, we present some practical constructions of the general algorithm and analyze their properties.

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Text

Tuyls and Goseling. "Capacity and Examples of Template-Protecting Biometric Authentication Systems." European Conference on Computer Vision, 2004. doi:10.1007/978-3-540-25976-3_15

Markdown

[Tuyls and Goseling. "Capacity and Examples of Template-Protecting Biometric Authentication Systems." European Conference on Computer Vision, 2004.](https://mlanthology.org/eccv/2004/tuyls2004eccv-capacity/) doi:10.1007/978-3-540-25976-3_15

BibTeX

@inproceedings{tuyls2004eccv-capacity,
  title     = {{Capacity and Examples of Template-Protecting Biometric Authentication Systems}},
  author    = {Tuyls, Pim and Goseling, Jasper},
  booktitle = {European Conference on Computer Vision},
  year      = {2004},
  pages     = {158-170},
  doi       = {10.1007/978-3-540-25976-3_15},
  url       = {https://mlanthology.org/eccv/2004/tuyls2004eccv-capacity/}
}