Zero leakage quantization scheme for biometric verification

J.A. Groot, de; J.P.M.G. Linnartz

doi:10.1109/ICASSP.2011.5946883

Zero leakage quantization scheme for biometric verification

J.A. Groot, de, J.P.M.G. Linnartz

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

3 Citations (Scopus)

Abstract

Biometrics gain increasing interest as a solution for many security issues, but privacy risks exist in case we do not protect the stored templates well. This paper presents a new verification scheme, which protects the secrets of the enrolled users. We will show that zero leakage is achieved if certain criteria are met and we benchmark the performance of this scheme. We quantify performance loss in terms of detection and false acceptance rate and capacity of the biometric channel, which are slightly worse than those of the current leaky methods.

Original language	English
Title of host publication	Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 22-27 May 2011, Prague, Czech Republic
Place of Publication	Piscataway
Publisher	Institute of Electrical and Electronics Engineers
Pages	1920-1923
ISBN (Print)	978-1-4577-0538-0
DOIs	https://doi.org/10.1109/ICASSP.2011.5946883
Publication status	Published - 2011
Event	2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011) - Prague, Czech Republic Duration: 22 May 2011 → 27 May 2011 Conference number: 36

Conference

Conference	2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011)
Abbreviated title	ICASSP 2011
Country/Territory	Czech Republic
City	Prague
Period	22/05/11 → 27/05/11
Other	ICASSP

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10.1109/ICASSP.2011.5946883

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Groot, de, J. A., & Linnartz, J. P. M. G. (2011). Zero leakage quantization scheme for biometric verification. In Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 22-27 May 2011, Prague, Czech Republic (pp. 1920-1923). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICASSP.2011.5946883

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title = "Zero leakage quantization scheme for biometric verification",

abstract = "Biometrics gain increasing interest as a solution for many security issues, but privacy risks exist in case we do not protect the stored templates well. This paper presents a new verification scheme, which protects the secrets of the enrolled users. We will show that zero leakage is achieved if certain criteria are met and we benchmark the performance of this scheme. We quantify performance loss in terms of detection and false acceptance rate and capacity of the biometric channel, which are slightly worse than those of the current leaky methods.",

author = "{Groot, de}, J.A. and J.P.M.G. Linnartz",

year = "2011",

doi = "10.1109/ICASSP.2011.5946883",

language = "English",

isbn = "978-1-4577-0538-0",

pages = "1920--1923",

booktitle = "Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 22-27 May 2011, Prague, Czech Republic",

publisher = "Institute of Electrical and Electronics Engineers",

address = "United States",

note = "2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), ICASSP 2011 ; Conference date: 22-05-2011 Through 27-05-2011",

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Groot, de, JA & Linnartz, JPMG 2011, Zero leakage quantization scheme for biometric verification. in Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 22-27 May 2011, Prague, Czech Republic. Institute of Electrical and Electronics Engineers, Piscataway, pp. 1920-1923, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2011), Prague, Czech Republic, 22/05/11. https://doi.org/10.1109/ICASSP.2011.5946883

Zero leakage quantization scheme for biometric verification. / Groot, de, J.A.; Linnartz, J.P.M.G.
Proceedings of the 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 22-27 May 2011, Prague, Czech Republic. Piscataway: Institute of Electrical and Electronics Engineers, 2011. p. 1920-1923.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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N2 - Biometrics gain increasing interest as a solution for many security issues, but privacy risks exist in case we do not protect the stored templates well. This paper presents a new verification scheme, which protects the secrets of the enrolled users. We will show that zero leakage is achieved if certain criteria are met and we benchmark the performance of this scheme. We quantify performance loss in terms of detection and false acceptance rate and capacity of the biometric channel, which are slightly worse than those of the current leaky methods.

AB - Biometrics gain increasing interest as a solution for many security issues, but privacy risks exist in case we do not protect the stored templates well. This paper presents a new verification scheme, which protects the secrets of the enrolled users. We will show that zero leakage is achieved if certain criteria are met and we benchmark the performance of this scheme. We quantify performance loss in terms of detection and false acceptance rate and capacity of the biometric channel, which are slightly worse than those of the current leaky methods.

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Y2 - 22 May 2011 through 27 May 2011

ER -

Zero leakage quantization scheme for biometric verification

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