Cryptanalysis of a family of 1D unimodal maps

In this paper, we proposed a topologically conjugate map,equivalent to the well known logistic map. This constructed map is defined on the integer domain [0, 2n) with a view to be used as a random number generator (RNG) based on an integer domain as is the required in classical cryptography. The maps...

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Main Authors: Md Said, Mohamad Rushdan, Hina, Aliyu Danladi, Banerjee, Santo
Format: Article
Language:English
Published: Springer Verlag 2017
Online Access:http://psasir.upm.edu.my/id/eprint/61262/
http://psasir.upm.edu.my/id/eprint/61262/1/CRYP.pdf
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author Md Said, Mohamad Rushdan
Hina, Aliyu Danladi
Banerjee, Santo
author_facet Md Said, Mohamad Rushdan
Hina, Aliyu Danladi
Banerjee, Santo
author_sort Md Said, Mohamad Rushdan
building UPM Institutional Repository
collection Online Access
description In this paper, we proposed a topologically conjugate map,equivalent to the well known logistic map. This constructed map is defined on the integer domain [0, 2n) with a view to be used as a random number generator (RNG) based on an integer domain as is the required in classical cryptography. The maps were found to have a one to one correspondence between points in their respective defining intervals defined on an n-bits precision. The dynamics of the proposed map similar with that of the logistic map, in terms of the Lyapunov exponents with the control parameter. This similarity between the curves indicates topological conjugacy between the maps. With a view to be applied in cryptography as a Pseudo-Random number genera-tor (PRNG), the complexity of the constructed map as a source of randomness is determined using both the permutation entropy (PE)and the Lempel-Ziv (LZ-76) complexity measures, and the results are compared with numerical simulations.
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spelling upm-612622021-07-16T09:47:43Z http://psasir.upm.edu.my/id/eprint/61262/ Cryptanalysis of a family of 1D unimodal maps Md Said, Mohamad Rushdan Hina, Aliyu Danladi Banerjee, Santo In this paper, we proposed a topologically conjugate map,equivalent to the well known logistic map. This constructed map is defined on the integer domain [0, 2n) with a view to be used as a random number generator (RNG) based on an integer domain as is the required in classical cryptography. The maps were found to have a one to one correspondence between points in their respective defining intervals defined on an n-bits precision. The dynamics of the proposed map similar with that of the logistic map, in terms of the Lyapunov exponents with the control parameter. This similarity between the curves indicates topological conjugacy between the maps. With a view to be applied in cryptography as a Pseudo-Random number genera-tor (PRNG), the complexity of the constructed map as a source of randomness is determined using both the permutation entropy (PE)and the Lempel-Ziv (LZ-76) complexity measures, and the results are compared with numerical simulations. Springer Verlag 2017 Article PeerReviewed text en http://psasir.upm.edu.my/id/eprint/61262/1/CRYP.pdf Md Said, Mohamad Rushdan and Hina, Aliyu Danladi and Banerjee, Santo (2017) Cryptanalysis of a family of 1D unimodal maps. European Physical Journal: Special Topics, 226 (10). pp. 2281-2297. ISSN 1951-6355; ESSN: 1951-6401 https://link.springer.com/article/10.1140/epjst/e2017-70011-y#citeas 10.1140/epjst/e2017-70011-y
spellingShingle Md Said, Mohamad Rushdan
Hina, Aliyu Danladi
Banerjee, Santo
Cryptanalysis of a family of 1D unimodal maps
title Cryptanalysis of a family of 1D unimodal maps
title_full Cryptanalysis of a family of 1D unimodal maps
title_fullStr Cryptanalysis of a family of 1D unimodal maps
title_full_unstemmed Cryptanalysis of a family of 1D unimodal maps
title_short Cryptanalysis of a family of 1D unimodal maps
title_sort cryptanalysis of a family of 1d unimodal maps
url http://psasir.upm.edu.my/id/eprint/61262/
http://psasir.upm.edu.my/id/eprint/61262/
http://psasir.upm.edu.my/id/eprint/61262/
http://psasir.upm.edu.my/id/eprint/61262/1/CRYP.pdf