Beta
ManageSearchChatDiscover
76772

Cancelable Speaker Recognition System based on Chaotic Encryption Approach

Article

Last updated: 25 Dec 2024

OverviewSimilar Items

Subjects

-

Tags

-

Abstract

Biometric-based authentication system can provide strong safety guarantee of user identity, but it creates other concerns pertaining to template security. There is an urgent issue of preventing the original templates from being abused, and protecting the users' privacy efficiently. This paper introduces a cancellable speaker identification system based on chaotic encryption process to produce cancelable templates instead of original templates. The resulted transformed version of the voice biometrics is stored in the server instead of the original biometrics. So, the users' privacy can be protected well. In the experimental results, we calculate the EER, FRR, FAR, and AROC values for the proposed work. Also, we estimate the score for genuine and impostor and the ROC curve .

DOI

10.21608/mjeer.2019.76772

Keywords

Cancelable Biometrics, Chaotic maps, voice recognition

Authors

First Name

Neven

Last Name

Hassan

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

Email

-

City

-

Orcid

-

First Name

Walid

Last Name

El-Shafai

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

Email

eng.waled.elshafai@gmail.com

City

-

Orcid

0000-0001-7509-2120

First Name

Naglaa

Last Name

Soliman

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

Email

-

City

-

Orcid

-

First Name

Adel

Last Name

EL-Fishawy

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

Email

-

City

-

Orcid

-

First Name

Fathi E.

Last Name

Abd El-Samie

MiddleName

-

Affiliation

Department of Electronics and Electrical Communications Engineering Faculty of Electronic Engineering Menoufia University: Menouf, Egypt

Email

-

City

-

Orcid

-

Volume

28

Article Issue

ICEEM2019-Special Issue

Related Issue

9704

Issue Date

2019-12-01

Receive Date

2020-03-10

Publish Date

2019-12-01

Page Start

83

Page End

88

Print ISSN

1687-1189

Online ISSN

2682-3535

Link

https://mjeer.journals.ekb.eg/article_76772.html

Detail API

https://mjeer.journals.ekb.eg/service?article_code=76772

Order

37

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 Speaker Recognition System based on Chaotic Encryption Approach

Details

Type

Article

Created At

22 Jan 2023