Quantization effects in biometric systems

F.M.J. Willems, T. Ignatenko

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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Abstract

The fundamental secret-key rate vs. privacy-leakage rate trade-offs for secret-key generation and transmission for i.i.d. Gaussian biometric sources are determined. These results are the Gaussian equivalents of the results that were obtained for the discrete case by the authors and independently by Lai et al. in 2008. Also the effect that binary quantization of the biometric sequences has on the ratio of the secret-key rate and privacy-leakage rate is considered. It is shown that the squared correlation coefficient must be increased by a factor of pi2/4 to compensate for such a quantization action, for values of the privacy-leakage rate that approach zero, when the correlation coefficient is close to zero.
Original languageEnglish
Title of host publicationProceedings of Information Theory and Applications Workshop, 8-13 February 2009, San Diego, California
Place of PublicationPiscataway
PublisherInstitute of Electrical and Electronics Engineers
Pages372-379
ISBN (Print)978-1-4244-3990-4
DOIs
Publication statusPublished - 2009

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    Willems, F. M. J., & Ignatenko, T. (2009). Quantization effects in biometric systems. In Proceedings of Information Theory and Applications Workshop, 8-13 February 2009, San Diego, California (pp. 372-379). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ITA.2009.5044973