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Published in: Optical and Quantum Electronics 6/2019

01-06-2019

An iris biometric protection scheme using 4D hyperchaotic system and modified equal modulus decomposition in hybrid multi resolution wavelet domain

Authors: Pankaj Rakheja, Rekha Vig, Phool Singh, Ravi Kumar

Published in: Optical and Quantum Electronics | Issue 6/2019

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Abstract

In this paper, a hybrid iris biometric protection scheme using 4D hyperchaotic system by means of coherent superposition and modified equal modulus decomposition in hybrid multi-resolution wavelet domain is proposed. The 4D hyperchaotic framework is employed for producing the permutation keystream for pixel swap-over mechanism. The hybrid multi-resolution is produced by means of Kronecker product of Walsh transform and fractional Fourier transform of different orders. Fractional orders of the hybrid multiresolution wavelet along with the parameters and initial conditions of the 4D hyperchaotic framework, later fill in as additional keys, thus enhancing the key space of the proposed mechanism. The proposed scheme has nonlinear characteristics and has high robustness against brute-force attack attributable to its enormous key-space. Numerical simulations have been carried out on grayscale images to prove the authenticity and efficacy of the proposed cryptosystem. The functioning of the proposed cryptosystem is investigated against various attacks including special attack. Outcomes display that the proposed iris template protection scheme not only has higher robustness against noise attack but is also unassailable to the iterative transform-based attacks.

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Literature
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go back to reference Wang, X., Zhao, D.: Security enhancement of a phase-truncation based image encryption algorithm. Appl. Opt. 50, 6645–6651 (2011)ADS Wang, X., Zhao, D.: Security enhancement of a phase-truncation based image encryption algorithm. Appl. Opt. 50, 6645–6651 (2011)ADS
go back to reference Wang, X., Zhao, D.: Simultaneous nonlinear encryption of grayscale and color images based on phase-truncated fractional Fourier transform and optical superposition principle. Appl. Opt. 52, 6170–6178 (2013a)ADS Wang, X., Zhao, D.: Simultaneous nonlinear encryption of grayscale and color images based on phase-truncated fractional Fourier transform and optical superposition principle. Appl. Opt. 52, 6170–6178 (2013a)ADS
Metadata
Title
An iris biometric protection scheme using 4D hyperchaotic system and modified equal modulus decomposition in hybrid multi resolution wavelet domain
Authors
Pankaj Rakheja
Rekha Vig
Phool Singh
Ravi Kumar
Publication date
01-06-2019
Publisher
Springer US
Published in
Optical and Quantum Electronics / Issue 6/2019
Print ISSN: 0306-8919
Electronic ISSN: 1572-817X
DOI
https://doi.org/10.1007/s11082-019-1921-x

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