On information leakage in fuzzy commitment

T. Ignatenko, F.M.J. Willems

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Samenvatting

In 1999 Juels andWattenberg introduced the fuzzy commitment scheme. Fuzzy commitment is a particular realization of a binary biometric secrecy system with a chosen secret key. Three cases of biometric sources are considered, i.e. memoryless and totally-symmetric biometric sources, memoryless and input-symmetric biometric sources, and memoryless biometric sources. It is shown that fuzzy commitment is only optimal for memoryless totally-symmetric biometric sources and only at the maximum secret-key rate. Moreover, it is demonstrated that for memoryless biometric sources, which are not inputsymmetric, the fuzzy commitment scheme leaks information on both the secret key and the biometric data. Finally, a number of coding techniques are investigated for the case of totally-symmetric memoryless biometric data statistics.
Originele taal-2Engels
TitelProceedings of the Media Forensics and Security II, part of the IS&T-SPIE Electronic Imaging Symposium, 18-20 January 2010, San Jose, California
Plaats van productieBellingham
UitgeverijSPIE
Pagina's75410P-1/14
ISBN van geprinte versie978-0-8194-7934-1
StatusGepubliceerd - 2010

Publicatie series

NaamProceedings of SPIE
Volume7541
ISSN van geprinte versie0277-786X

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  • Citeer dit

    Ignatenko, T., & Willems, F. M. J. (2010). On information leakage in fuzzy commitment. In Proceedings of the Media Forensics and Security II, part of the IS&T-SPIE Electronic Imaging Symposium, 18-20 January 2010, San Jose, California (blz. 75410P-1/14). (Proceedings of SPIE; Vol. 7541). SPIE.