NDLI: A novel template protection scheme for multibiometrics based on fuzzy commitment and chaotic system

Content Provider	Springer Nature Link
Author	Wang, Ning Li, Qiong Abd El Latif, Ahmed A. Peng, Jialiang Yan, Xuehu Niu, Xiamu
Copyright Year	2014
Abstract	In recent years, biometrics template protection has been extensively studied and lots of schemes have been proposed. However, most of them have not considered the forgery, large difference of intra-class and the security of unimodal biometrics leakage. And there is no multibiometrics template scheme based on the fusion of dual iris, thermal and visible face images. In this paper, a novel multibiometrics template protection scheme based on fuzzy commitment and chaotic system, and the security analysis approach for unimodal biometrics leakage are proposed. Firstly, the thermal face images are captured to overcome the forgery. Then, the fuzzy commitment is generated from the corporation of error correcting code (ECC) and the fusion binary features. Additionally, the dual iris feature vectors are encrypted via the chaotic system, and the score level fusion based on Aczél-Alsina triangular-norm (AA T-norm) is implemented to acquire the final verification performance. Finally, the entropy of both mutlibiometrics and unimodal information leakage is analyzed to show the security of the proposed approach. The experimental tests are conducted on a virtual multibiometrics database, which merges the challenging CASIA-Iris-Thousand and the NVIE face database. The verification performance decreases from EER of $$3 \times 10^{-2}$$ to $$1.163 \times 10^{-1}$$ %, but the multibiometrics template security is enhanced from 80.53 to 167.80 bits based on BCH ECC (1,023, 123, 170).
Starting Page	99
Ending Page	109
Page Count	11
File Format	PDF
ISSN	18631703
Journal	Signal, Image and Video Processing
Volume Number	9
Issue Number	1
e-ISSN	18631711
Language	English
Publisher	Springer London
Publisher Date	2014-07-18
Publisher Place	London
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Template protection Multibiometrics Fuzzy commitment Chaotic system Entropy analysis Signal, Image and Speech Processing Image Processing and Computer Vision Computer Imaging, Vision, Pattern Recognition and Graphics Multimedia Information Systems
Content Type	Text
Resource Type	Article
Subject	Signal Processing Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Entropy-based template analysis in face biometric identification systems

Interoperable Protection for Digital Multimedia Content

An efficient construction of substitution box with fractional chaotic system

Entropy-based feature selection for improved 3D facial expression recognition

Entropy-based image registration method using the curvelet transform

On the security of a new image encryption scheme based on a chaotic function

A new S-box construction method based on the fractional-order chaotic Chen system

Efficient approach for iris recognition

Multimedia Corpus of In-Car Speech Communication

A novel template protection scheme for multibiometrics based on fuzzy commitment and chaotic system

Similar Documents

Entropy-based template analysis in face biometric identification systems

Interoperable Protection for Digital Multimedia Content

An efficient construction of substitution box with fractional chaotic system

Entropy-based feature selection for improved 3D facial expression recognition

Entropy-based image registration method using the curvelet transform

On the security of a new image encryption scheme based on a chaotic function

A new S-box construction method based on the fractional-order chaotic Chen system

Efficient approach for iris recognition

Multimedia Corpus of In-Car Speech Communication

A novel template protection scheme for multibiometrics based on fuzzy commitment and chaotic system