A template privacy protection scheme for fingerprint minutiae descriptors

It is important in biometric person recognition systems to protect personal data and privacy of users. This paper introduces a new mechanism to revoke and protect fingerprint minutiae information, which can be used in today’s security-aware society. The recently developed minutiae cylinder code (MCC), which provides rotation and translation invariant descriptors for accurate fingerprint recognition by describing minutiae neighborhoods with respect to each other, is used as baseline fingerprint descriptor. A hybrid scheme combining a transformation and a user key is designed to provide the MCC-based fingerprint representation with revocability and irreversibility properties for template privacy protection across multiple applications. Furthermore, using the publicly available FVC datasets, it is demonstrated that the designed scheme improves the baseline accuracy of fingerprint recognition using the MCC method.


Publié dans:
Proceedings of the 12th International Conference of the Biometrics Special Interest Group
Présenté à:
International Conference of the Biometrics Special Interest Group (BIOSIG), Darmstadt, Germany, September 4-6, 2013
Année
2013
Laboratoires:




 Notice créée le 2013-08-28, modifiée le 2018-03-17

n/a:
Télécharger le document
PDF

Évaluer ce document:

Rate this document:
1
2
3
 
(Pas encore évalué)