Practical Biometric Authentication with Template Protection

P. Tuyls; Anton H.M. Akkermans; Tom A.M. Kevenaar; G.J. Schrijen; Asker M. Bazen; Raymond N.J. Veldhuis

doi:10.1007/11527923_45

Practical Biometric Authentication with Template Protection

P. Tuyls, Anton H.M. Akkermans, Tom A.M. Kevenaar, G.J. Schrijen, Asker M. Bazen, Raymond N.J. Veldhuis

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

235 Citations (Scopus)

24 Downloads (Pure)

Abstract

We show the feasibility of template protecting biometric authentication systems. In particular, we apply template protection schemes to fingerprint data. Therefore we first make a fixed length representation of the fingerprint data by applying Gabor filtering. Next we introduce the reliable components scheme. In order to make a binary representation of the fingerprint images we extract and then quantize during the enrollment phase the reliable components with the highest signal to noise ratio. Finally, error correction coding is applied to the binary representation. It is shown that the scheme achieves an EER of approximately 4.2% with secret length of 40 bits in experiments.

Original language	English
Title of host publication	Audio- and Video-Based Biometric Person Authentication
Subtitle of host publication	5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005. Proceedings
Editors	Takeo Kanade, Anil Jain, Nalini K. Ratha
Place of Publication	Berlin
Publisher	Springer
Pages	436-446
Number of pages	11
ISBN (Electronic)	978-3-540-31638-1
ISBN (Print)	978-3-540-27887-0
DOIs	https://doi.org/10.1007/11527923_45
Publication status	Published - Jul 2005
Event	5th International Conference on Audio- and Video-Based Personal Authentication, AVBPA 2005 - Hilton Rye Town, Rye Brook, United States Duration: 20 Jul 2005 → 22 Jul 2005 Conference number: 5

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	3546
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	5th International Conference on Audio- and Video-Based Personal Authentication, AVBPA 2005
Abbreviated title	AVBPA
Country/Territory	United States
City	Rye Brook
Period	20/07/05 → 22/07/05

Keywords

EWI-710
IR-63477
METIS-248070
SCS-Safety

Access to Document

10.1007/11527923_45

Cite this

Tuyls, P., Akkermans, A. H. M., Kevenaar, T. A. M., Schrijen, G. J., Bazen, A. M., & Veldhuis, R. N. J. (2005). Practical Biometric Authentication with Template Protection. In T. Kanade, A. Jain, & N. K. Ratha (Eds.), Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005. Proceedings (pp. 436-446). (Lecture Notes in Computer Science; Vol. 3546). Springer. https://doi.org/10.1007/11527923_45

Tuyls, P. ; Akkermans, Anton H.M. ; Kevenaar, Tom A.M. et al. / Practical Biometric Authentication with Template Protection. Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005. Proceedings. editor / Takeo Kanade ; Anil Jain ; Nalini K. Ratha. Berlin : Springer, 2005. pp. 436-446 (Lecture Notes in Computer Science).

@inproceedings{e4100fe7968143afba153c5098a06aa5,

title = "Practical Biometric Authentication with Template Protection",

abstract = "We show the feasibility of template protecting biometric authentication systems. In particular, we apply template protection schemes to fingerprint data. Therefore we first make a fixed length representation of the fingerprint data by applying Gabor filtering. Next we introduce the reliable components scheme. In order to make a binary representation of the fingerprint images we extract and then quantize during the enrollment phase the reliable components with the highest signal to noise ratio. Finally, error correction coding is applied to the binary representation. It is shown that the scheme achieves an EER of approximately 4.2% with secret length of 40 bits in experiments.",

keywords = "EWI-710, IR-63477, METIS-248070, SCS-Safety",

author = "P. Tuyls and Akkermans, {Anton H.M.} and Kevenaar, {Tom A.M.} and G.J. Schrijen and Bazen, {Asker M.} and Veldhuis, {Raymond N.J.}",

note = "Imported from DIES; 5th International Conference on Audio- and Video-Based Personal Authentication, AVBPA 2005, AVBPA ; Conference date: 20-07-2005 Through 22-07-2005",

year = "2005",

month = jul,

doi = "10.1007/11527923_45",

language = "English",

isbn = "978-3-540-27887-0",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

pages = "436--446",

editor = "Takeo Kanade and Anil Jain and Ratha, {Nalini K.}",

booktitle = "Audio- and Video-Based Biometric Person Authentication",

address = "Germany",

}

Tuyls, P, Akkermans, AHM, Kevenaar, TAM, Schrijen, GJ, Bazen, AM & Veldhuis, RNJ 2005, Practical Biometric Authentication with Template Protection. in T Kanade, A Jain & NK Ratha (eds), Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005. Proceedings. Lecture Notes in Computer Science, vol. 3546, Springer, Berlin, pp. 436-446, 5th International Conference on Audio- and Video-Based Personal Authentication, AVBPA 2005, Rye Brook, New York, United States, 20/07/05. https://doi.org/10.1007/11527923_45

Practical Biometric Authentication with Template Protection. / Tuyls, P.; Akkermans, Anton H.M.; Kevenaar, Tom A.M. et al.
Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005. Proceedings. ed. / Takeo Kanade; Anil Jain; Nalini K. Ratha. Berlin: Springer, 2005. p. 436-446 (Lecture Notes in Computer Science; Vol. 3546).

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

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T1 - Practical Biometric Authentication with Template Protection

AU - Tuyls, P.

AU - Akkermans, Anton H.M.

AU - Kevenaar, Tom A.M.

AU - Schrijen, G.J.

AU - Bazen, Asker M.

AU - Veldhuis, Raymond N.J.

N1 - Conference code: 5

PY - 2005/7

Y1 - 2005/7

N2 - We show the feasibility of template protecting biometric authentication systems. In particular, we apply template protection schemes to fingerprint data. Therefore we first make a fixed length representation of the fingerprint data by applying Gabor filtering. Next we introduce the reliable components scheme. In order to make a binary representation of the fingerprint images we extract and then quantize during the enrollment phase the reliable components with the highest signal to noise ratio. Finally, error correction coding is applied to the binary representation. It is shown that the scheme achieves an EER of approximately 4.2% with secret length of 40 bits in experiments.

AB - We show the feasibility of template protecting biometric authentication systems. In particular, we apply template protection schemes to fingerprint data. Therefore we first make a fixed length representation of the fingerprint data by applying Gabor filtering. Next we introduce the reliable components scheme. In order to make a binary representation of the fingerprint images we extract and then quantize during the enrollment phase the reliable components with the highest signal to noise ratio. Finally, error correction coding is applied to the binary representation. It is shown that the scheme achieves an EER of approximately 4.2% with secret length of 40 bits in experiments.

KW - EWI-710

KW - IR-63477

KW - METIS-248070

KW - SCS-Safety

U2 - 10.1007/11527923_45

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M3 - Conference contribution

SN - 978-3-540-27887-0

T3 - Lecture Notes in Computer Science

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BT - Audio- and Video-Based Biometric Person Authentication

A2 - Kanade, Takeo

A2 - Jain, Anil

A2 - Ratha, Nalini K.

PB - Springer

CY - Berlin

T2 - 5th International Conference on Audio- and Video-Based Personal Authentication, AVBPA 2005

Y2 - 20 July 2005 through 22 July 2005

ER -

Tuyls P, Akkermans AHM, Kevenaar TAM, Schrijen GJ, Bazen AM, Veldhuis RNJ. Practical Biometric Authentication with Template Protection. In Kanade T, Jain A, Ratha NK, editors, Audio- and Video-Based Biometric Person Authentication: 5th International Conference, AVBPA 2005, Hilton Rye Town, NY, USA, July 20-22, 2005. Proceedings. Berlin: Springer. 2005. p. 436-446. (Lecture Notes in Computer Science). doi: 10.1007/11527923_45

Practical Biometric Authentication with Template Protection

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Keywords

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