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103957

Cancelable Fingerprint Recognition based on Encrypted Convolution Kernel in Different Domains

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Last updated: 04 Jan 2025

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Abstract

Peoples' biometrics, such as fingerprints, are unique , as a result it can be used in many evidence security requests, such as employees' registration gate, crime investigation, and revealing smart phones. The security of fingerprints is very critical in protecting the peoples' identity. In this research, a cancelable fingerprint recognition system is proposed. The proposed system is based on comprising four biometrics in a unified biometric template for each person using Discrete Cosine Transform (DCT) compression. This unified biometric template is encrypted with different convolution kernels produced by chaotic Baker map in different domains. The Integer Wavelet Transform (IWT) and the Discrete Wavelet Transform (DWT) are used to create different transformations of the fingerprint. In case a transformed fingerprint is compromised, the biometric fingerprint transformation is reorganized with another transformation. A comparative study between different transform-domains in the occurrence of attacks shows the authority of encryption in the DWT domain with different keys. Both Equal Error Rate (EER) and Area under Receiver Operating Characteristic (AROC) curve are used for performance evaluation revealing high performance of the proposed system.

DOI

10.21608/mjeer.2020.103957

Keywords

Biometrics, Fingerprint Recognition, Cancelable Biometrics, IWT, DWT

Authors

First Name

Fatma G.

Last Name

Hashad

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Affiliation

Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menouf 32951, Menoufia University.

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Orcid

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First Name

O.

Last Name

Zahran

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Affiliation

Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menouf 32951, Menoufia University.

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Orcid

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First Name

S.

Last Name

El-Rabaie

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menouf 32951, Menoufia University.

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Orcid

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First Name

Ibrahim F.

Last Name

Elashry

MiddleName

-

Affiliation

Department of Electrical Engineering, Faculty of Engineering, Kafrelsheikh University, Egypt.

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Orcid

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First Name

Ghada

Last Name

Elbanby

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menouf 32951, Menoufia University.

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Orcid

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First Name

Moawad I.

Last Name

Dessouky

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menouf 32951, Menoufia University.

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City

-

Orcid

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First Name

Fathi E.

Last Name

Abd El-Samie

MiddleName

-

Affiliation

Electronics and Electrical Communications Engineering Department, Faculty of Electronic Engineering, Menouf 32951, Menoufia University.

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Volume

29

Article Issue

2

Related Issue

15327

Issue Date

2020-07-01

Receive Date

2020-07-20

Publish Date

2020-07-01

Page Start

133

Page End

142

Print ISSN

1687-1189

Online ISSN

2682-3535

Article File

MJEER_Volume 29_Issue 2_Pages 133-142.pdf

PDF . 952.5kB

Link

https://mjeer.journals.ekb.eg/article_103957.html

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https://mjeer.journals.ekb.eg/service?article_code=103957

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15

Type

Original Article

Type Code

1,088

Publication Type

Journal

Publication Title

Menoufia Journal of Electronic Engineering Research

Publication Link

https://mjeer.journals.ekb.eg/

MainTitle

Cancelable Fingerprint Recognition based on Encrypted Convolution Kernel in Different Domains

Details

Type

Article

Created At

22 Jan 2023