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Quantization effects in biometric systems
2009
2009 Information Theory and Applications Workshop
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
doi:10.1109/ita.2009.5044973
fatcat:47lkpohvhvgtrm7xazxmcpkh7m