An analysis on accuracy of cancelable biometrics based on BioHashing

King Hong Cheung; Adams Kong; Dapeng Zhang; Mohamed Kamel; Jia You; null Toby; Ho Wang Lam

An analysis on accuracy of cancelable biometrics based on BioHashing

King Hong Cheung, Adams Kong, Dapeng Zhang, Mohamed Kamel, Jia You, Toby, Ho Wang Lam

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

24 Citations (Scopus)

Abstract

Cancelable biometrics has been proposed for canceling and re-issuing biometric templates and for protecting privacy in biometrics systems. Recently, new cancelable biometric approaches are proposed based on BioHashing, which are random transformed feature-based cancelable biometrics. In this paper, we consider the accuracy of one of the cancelable biometrics based on BioHashing and face. Through this analysis, as an illustration, we would like to raise an issue to be considered in cancelable biometrics: accuracy may be traded for biometrics being cancelable.

Original language	English
Title of host publication	Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings
Pages	1168-1172
Number of pages	5
Publication status	Published - 1 Dec 2005
Event	9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2005 - Melbourne, Australia Duration: 14 Sept 2005 → 16 Sept 2005

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3683 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2005
Country/Territory	Australia
City	Melbourne
Period	14/09/05 → 16/09/05

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Cite this

Cheung, K. H., Kong, A., Zhang, D., Kamel, M., You, J., Toby, & Lam, H. W. (2005). An analysis on accuracy of cancelable biometrics based on BioHashing. In Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings (pp. 1168-1172). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3683 LNAI).

Cheung, King Hong ; Kong, Adams ; Zhang, Dapeng et al. / An analysis on accuracy of cancelable biometrics based on BioHashing. Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings. 2005. pp. 1168-1172 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "An analysis on accuracy of cancelable biometrics based on BioHashing",

abstract = "Cancelable biometrics has been proposed for canceling and re-issuing biometric templates and for protecting privacy in biometrics systems. Recently, new cancelable biometric approaches are proposed based on BioHashing, which are random transformed feature-based cancelable biometrics. In this paper, we consider the accuracy of one of the cancelable biometrics based on BioHashing and face. Through this analysis, as an illustration, we would like to raise an issue to be considered in cancelable biometrics: accuracy may be traded for biometrics being cancelable.",

author = "Cheung, {King Hong} and Adams Kong and Dapeng Zhang and Mohamed Kamel and Jia You and Toby and Lam, {Ho Wang}",

year = "2005",

month = dec,

day = "1",

language = "English",

isbn = "3540288961",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "1168--1172",

booktitle = "Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings",

note = "9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2005 ; Conference date: 14-09-2005 Through 16-09-2005",

}

Cheung, KH, Kong, A, Zhang, D, Kamel, M, You, J, Toby & Lam, HW 2005, An analysis on accuracy of cancelable biometrics based on BioHashing. in Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3683 LNAI, pp. 1168-1172, 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2005, Melbourne, Australia, 14/09/05.

An analysis on accuracy of cancelable biometrics based on BioHashing. / Cheung, King Hong; Kong, Adams; Zhang, Dapeng et al.
Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings. 2005. p. 1168-1172 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3683 LNAI).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AU - You, Jia

AU - Toby, null

AU - Lam, Ho Wang

PY - 2005/12/1

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AB - Cancelable biometrics has been proposed for canceling and re-issuing biometric templates and for protecting privacy in biometrics systems. Recently, new cancelable biometric approaches are proposed based on BioHashing, which are random transformed feature-based cancelable biometrics. In this paper, we consider the accuracy of one of the cancelable biometrics based on BioHashing and face. Through this analysis, as an illustration, we would like to raise an issue to be considered in cancelable biometrics: accuracy may be traded for biometrics being cancelable.

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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ER -

Cheung KH, Kong A, Zhang D, Kamel M, You J, Toby et al. An analysis on accuracy of cancelable biometrics based on BioHashing. In Knowledge-Based Intelligent Information and Engineering Systems - 9th International Conference, KES 2005, Proceedings. 2005. p. 1168-1172. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

An analysis on accuracy of cancelable biometrics based on BioHashing

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