Alignment-free fingerprint template protection technique based on minutiae neighbourhood information

Rumana Nazmul; Md Rafiqul Islam; Ahsan Raja Chowdhury

doi:10.1007/978-3-319-67071-3_32

Alignment-free fingerprint template protection technique based on minutiae neighbourhood information

Rumana Nazmul, Md Rafiqul Islam, Ahsan Raja Chowdhury

Research output: Book chapter/Published conference paper › Conference paper › peer-review

2 Citations (Scopus)

Abstract

With the emergence and extensive deployment of biometric-based user authentication system, ensuring the security of biometric template is becoming a growing concern in the research community. One approach to securing template is to transform the original biometric features into a non-invertible form and to use it for a person’s authentication. Registration-based template protection schemes require an accurate alignment of the enrolled and the query images, which is very difficult to achieve. To overcome the alignment issue, registration-free template protection approaches have been proposed that rely on local features such as minutiae details in a fingerprint image. In this paper, we develop an alignment-free fingerprint template protection technique which extracts the rotation and translation invariant features from the neighbouring region of each minutia and then exploits the neighbourhood information to achieve the non-invertible property. Evaluation of the proposed scheme on FVC2002 DB1-B shows that the new method exhibits satisfactory performance in terms of recognition accuracy, computational complexity, and security.

Original language	English
Title of host publication	International conference on applications and techniques in cyber security and intelligence
Subtitle of host publication	Applications and techniques in cyber security and intelligence
Editors	Jemal Abawajy, Kim-Kwang Raymond Choo, Rafiqul Islam
Place of Publication	Cham, Switzerland
Publisher	Springer-Verlag London Ltd.
Pages	256-265
Number of pages	10
Volume	580
ISBN (Electronic)	9783319670713
ISBN (Print)	9783319670706
DOIs	https://doi.org/10.1007/978-3-319-67071-3_32
Publication status	Published - 01 Jan 2018
Event	International Conference on Applications and Techniques in Cyber Security and Intelligence: ATCSI 2017 - Zhejiang Business Technology Institute, Ningbo, China Duration: 16 Jun 2017 → 18 Jun 2017 https://web.archive.org/web/20170228045429/http://aibd.us/ (Conference site)

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	580
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	International Conference on Applications and Techniques in Cyber Security and Intelligence
Country/Territory	China
City	Ningbo
Period	16/06/17 → 18/06/17
Other	The 2017 International Conference on Applications and Techniques in Cyber Security and Intelligence focuses on all aspects on techniques and applications in cyber and electronics security and intelligence research. The purpose of ATCI 2017 is to provide a forum for presentation and discussion of innovative ideas, cutting edge research results, and novel techniques, methods and applications on all aspects of cyber and electronics security and intelligence.
Internet address	https://web.archive.org/web/20170228045429/http://aibd.us/ (Conference site)

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10.1007/978-3-319-67071-3_32

Cite this

Nazmul, R., Islam, M. R., & Chowdhury, A. R. (2018). Alignment-free fingerprint template protection technique based on minutiae neighbourhood information. In J. Abawajy, K-K. R. Choo, & R. Islam (Eds.), International conference on applications and techniques in cyber security and intelligence: Applications and techniques in cyber security and intelligence (Vol. 580, pp. 256-265). (Advances in Intelligent Systems and Computing; Vol. 580). Springer-Verlag London Ltd.. https://doi.org/10.1007/978-3-319-67071-3_32

Nazmul, Rumana ; Islam, Md Rafiqul ; Chowdhury, Ahsan Raja. / Alignment-free fingerprint template protection technique based on minutiae neighbourhood information. International conference on applications and techniques in cyber security and intelligence: Applications and techniques in cyber security and intelligence. editor / Jemal Abawajy ; Kim-Kwang Raymond Choo ; Rafiqul Islam. Vol. 580 Cham, Switzerland : Springer-Verlag London Ltd., 2018. pp. 256-265 (Advances in Intelligent Systems and Computing).

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title = "Alignment-free fingerprint template protection technique based on minutiae neighbourhood information",

abstract = "With the emergence and extensive deployment of biometric-based user authentication system, ensuring the security of biometric template is becoming a growing concern in the research community. One approach to securing template is to transform the original biometric features into a non-invertible form and to use it for a person{\textquoteright}s authentication. Registration-based template protection schemes require an accurate alignment of the enrolled and the query images, which is very difficult to achieve. To overcome the alignment issue, registration-free template protection approaches have been proposed that rely on local features such as minutiae details in a fingerprint image. In this paper, we develop an alignment-free fingerprint template protection technique which extracts the rotation and translation invariant features from the neighbouring region of each minutia and then exploits the neighbourhood information to achieve the non-invertible property. Evaluation of the proposed scheme on FVC2002 DB1-B shows that the new method exhibits satisfactory performance in terms of recognition accuracy, computational complexity, and security.",

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Nazmul, R, Islam, MR & Chowdhury, AR 2018, Alignment-free fingerprint template protection technique based on minutiae neighbourhood information. in J Abawajy, K-KR Choo & R Islam (eds), International conference on applications and techniques in cyber security and intelligence: Applications and techniques in cyber security and intelligence. vol. 580, Advances in Intelligent Systems and Computing, vol. 580, Springer-Verlag London Ltd., Cham, Switzerland, pp. 256-265, International Conference on Applications and Techniques in Cyber Security and Intelligence, Ningbo, China, 16/06/17. https://doi.org/10.1007/978-3-319-67071-3_32

Alignment-free fingerprint template protection technique based on minutiae neighbourhood information. / Nazmul, Rumana; Islam, Md Rafiqul; Chowdhury, Ahsan Raja.

International conference on applications and techniques in cyber security and intelligence: Applications and techniques in cyber security and intelligence. ed. / Jemal Abawajy; Kim-Kwang Raymond Choo; Rafiqul Islam. Vol. 580 Cham, Switzerland : Springer-Verlag London Ltd., 2018. p. 256-265 (Advances in Intelligent Systems and Computing; Vol. 580).

Research output: Book chapter/Published conference paper › Conference paper › peer-review

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T1 - Alignment-free fingerprint template protection technique based on minutiae neighbourhood information

AU - Nazmul, Rumana

AU - Islam, Md Rafiqul

AU - Chowdhury, Ahsan Raja

N1 - Includes bibliographical references.

PY - 2018/1/1

Y1 - 2018/1/1

N2 - With the emergence and extensive deployment of biometric-based user authentication system, ensuring the security of biometric template is becoming a growing concern in the research community. One approach to securing template is to transform the original biometric features into a non-invertible form and to use it for a person’s authentication. Registration-based template protection schemes require an accurate alignment of the enrolled and the query images, which is very difficult to achieve. To overcome the alignment issue, registration-free template protection approaches have been proposed that rely on local features such as minutiae details in a fingerprint image. In this paper, we develop an alignment-free fingerprint template protection technique which extracts the rotation and translation invariant features from the neighbouring region of each minutia and then exploits the neighbourhood information to achieve the non-invertible property. Evaluation of the proposed scheme on FVC2002 DB1-B shows that the new method exhibits satisfactory performance in terms of recognition accuracy, computational complexity, and security.

AB - With the emergence and extensive deployment of biometric-based user authentication system, ensuring the security of biometric template is becoming a growing concern in the research community. One approach to securing template is to transform the original biometric features into a non-invertible form and to use it for a person’s authentication. Registration-based template protection schemes require an accurate alignment of the enrolled and the query images, which is very difficult to achieve. To overcome the alignment issue, registration-free template protection approaches have been proposed that rely on local features such as minutiae details in a fingerprint image. In this paper, we develop an alignment-free fingerprint template protection technique which extracts the rotation and translation invariant features from the neighbouring region of each minutia and then exploits the neighbourhood information to achieve the non-invertible property. Evaluation of the proposed scheme on FVC2002 DB1-B shows that the new method exhibits satisfactory performance in terms of recognition accuracy, computational complexity, and security.

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Nazmul R, Islam MR, Chowdhury AR. Alignment-free fingerprint template protection technique based on minutiae neighbourhood information. In Abawajy J, Choo K-KR, Islam R, editors, International conference on applications and techniques in cyber security and intelligence: Applications and techniques in cyber security and intelligence. Vol. 580. Cham, Switzerland: Springer-Verlag London Ltd. 2018. p. 256-265. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-319-67071-3_32

Alignment-free fingerprint template protection technique based on minutiae neighbourhood information

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