DocumentCode
705237
Title
Security applications of distributed arithmetic coding
Author
Grangetto, Marco ; Magli, Enrico ; Olmo, Gabriella
Author_Institution
Dip. di Inf., Univ. degli Studi di Torino, Turin, Italy
fYear
2010
fDate
23-27 Aug. 2010
Firstpage
2151
Lastpage
2155
Abstract
Distributed arithmetic coding (DAC) has recently been proposed for compression in the Slepian-Wolf setting. With respect to syndrome coding, DAC allows to easily adapt to non-stationary statistics of the signal to be coded, and works well for short and medium block lengths. In this paper we develop security applications of DAC in the field of biometric authentication. We show that DAC can be used for authentication by employing the codeword as secure hash, and using the outcome of DAC decoding for authentication. Moreover, we introduce a second powerful security feature, namely the randomization of the DAC intervals. This allows to protect the hash from attacks. We assess the authentication performance of the proposed scheme with respect to template matching and turbo codes.
Keywords
arithmetic codes; face recognition; fingerprint identification; image coding; iris recognition; security; statistics; turbo codes; DAC decoding; DAC intervals; Slepian-Wolf setting; biometric authentication; codeword; distributed arithmetic coding; nonstationary statistics; secure hash; security applications; syndrome coding; template matching; turbo codes; Authentication; Biological system modeling; Decoding; Encoding; Image coding; Parity check codes;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2010 18th European
Conference_Location
Aalborg
ISSN
2219-5491
Type
conf
Filename
7096510
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