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Alignment-free cancelable iris biometric templates based on adaptive bloom filters

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Reference

Rathgeb, C., Breitinger, F., & Busch, C. (2013). Alignment-free cancelable iris biometric templates based on adaptive bloom filters. Paper presented at the Biometrics (ICB).

Publication type

Paper in Conference Proceedings

Abstract

Biometric characteristics are largely immutable, i.e. unprotected storage of biometric data provokes serious privacy threats, e.g. identity theft, limited re-newability, or cross-matching. In accordance with the ISO/IEC 24745 standard, technologies of cancelable biometrics offer solutions to biometric information protection by obscuring biometric signal in a non-invertible manner, while biometric comparisons are still feasible in the transformed domain. In the presented work alignment-free cancelable iris biometrics based on adaptive Bloom filters are proposed. Bloom filter-based representations of binary biometric templates (iris-codes) enable an efficient alignment-invariant biometric comparison while a successive mapping of parts of a binary biometric template to a Bloom filter represents an irreversible transform. In experiments, which are carried out on the CASIA - v 3 iris database, it is demonstrated that the proposed system maintains biometric performance for diverse iris recognition algorithms, protecting biometric templates at high security levels.

Persons

Organizational Units

  • Institute of Information Systems
  • Hilti Chair for Data and Application Security

Original Source URL

Link

DOI

http://dx.doi.org/doi:10.1109/ICB.2013.6612976