 |
|
Chen, Chun and Veldhuis, R.N.J. and Kevenaar, T.A.M. and Akkermans, A.H.M.
(2007)
Multi-bits biometric string generation based on the likelyhood ratio.
In: IEEE conference on Biometrics: Theory, Applications and Systems, 27-29 Sep 2007, Washington DC.
.
University of Notre Dame.
ISBN 978-1-4244-1597-7
Full text available as: Official URL: http://dx.doi.org/10.1109/BTAS.2007.4401912  AbstractPreserving the privacy of biometric information
stored in biometric systems is becoming a key issue. An
important element in privacy protecting biometric systems is
the quantizer which transforms a normal biometric template
into a binary string. In this paper, we present a user-specific quantization method based on a likelihood ratio approach (LQ).
The bits generated from every feature are concatenated to form a fixed length binary string that can be hashed to protect its privacy. Experiments are carried out on both fingerprint data (FVC2000) and face data (FRGC). Results show that our proposed quantization method achieves a reasonably good performance in terms of FAR/FRR (when FAR is 10−4, the corresponding FRR are 16.7% and 5.77% for FVC2000 and FRGC, respectively). | Item Type: | Conference or Workshop Paper (Full Paper, Talk) |
|---|
| Research Group: | EWI-SAS: Signals and Systems |
|---|
| Research Program: | CTIT-ISTRICE: Integrated Security and Privacy in a Networked World |
|---|
| Research Project: | ProBiTe: Protection of Biometric Templates |
|---|
| ID Code: | 11335 |
|---|
| Status: | Published |
|---|
| Deposited On: | 28 November 2007 |
|---|
| Refereed: | Yes |
|---|
| International: | Yes |
|---|
| More Information: | statisticsmetis |
|---|
Export this item as: To correct this item please ask your editor Repository Staff Only: edit this item
|
|
|
Nederlands
Contact
Sitemap
Search
Organisation