Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register

The unforeseeable demand for secure paradigm cannot be fulfilled by the arbitrary sequence generated by the linear feedback shift register, which means the generated sequence can't meet satisfy the unpredictable demand for secure paradigm. Tent chaotic equation combined with the linear property...

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Main Authors: Ahmed, Hussam Alddin S., Mohamad Fadli, Zolkipli, Saba, M. Ismail, Alsariera, Yazan A.
Format: Article
Language:English
Published: American Scientific Publisher 2018
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/22609/1/18.%20Pseudo%20random%20bits%E2%80%99%20generator%20based%20on%20Tent%20chaotic%20map%20and%20linear%20feedback%20shift%20register1.pdf
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author Ahmed, Hussam Alddin S.
Mohamad Fadli, Zolkipli
Saba, M. Ismail
Alsariera, Yazan A.
author_facet Ahmed, Hussam Alddin S.
Mohamad Fadli, Zolkipli
Saba, M. Ismail
Alsariera, Yazan A.
author_sort Ahmed, Hussam Alddin S.
collection UMP
description The unforeseeable demand for secure paradigm cannot be fulfilled by the arbitrary sequence generated by the linear feedback shift register, which means the generated sequence can't meet satisfy the unpredictable demand for secure paradigm. Tent chaotic equation combined with the linear property of Linear Feedback Shift Register (LFSR) has resulted in a novel arbitrary sequence generator having a lengthier and composite structure. An analysis of the LFSR output sequence's architecture when combined with Tent map has revealed similar conformity compared to the homologous set of the individual linear constituents. Furthermore to ensure the reliability of using the proposed Pseudo Random Number Generator (PRNG) in secure algorithms, the generated output bits sequence has been subjected to statistical analysis by NIST test suite and the result of the generated sequence confirm the efficiency of the proposed generator. The speed of the proposed generator and the security in terms of key space has been evaluated which give a robustness against different attacks.
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spelling UMPir226092018-11-12T07:11:34Z http://umpir.ump.edu.my/id/eprint/22609/ Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register Ahmed, Hussam Alddin S. Mohamad Fadli, Zolkipli Saba, M. Ismail Alsariera, Yazan A. QA75 Electronic computers. Computer science The unforeseeable demand for secure paradigm cannot be fulfilled by the arbitrary sequence generated by the linear feedback shift register, which means the generated sequence can't meet satisfy the unpredictable demand for secure paradigm. Tent chaotic equation combined with the linear property of Linear Feedback Shift Register (LFSR) has resulted in a novel arbitrary sequence generator having a lengthier and composite structure. An analysis of the LFSR output sequence's architecture when combined with Tent map has revealed similar conformity compared to the homologous set of the individual linear constituents. Furthermore to ensure the reliability of using the proposed Pseudo Random Number Generator (PRNG) in secure algorithms, the generated output bits sequence has been subjected to statistical analysis by NIST test suite and the result of the generated sequence confirm the efficiency of the proposed generator. The speed of the proposed generator and the security in terms of key space has been evaluated which give a robustness against different attacks. American Scientific Publisher 2018 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22609/1/18.%20Pseudo%20random%20bits%E2%80%99%20generator%20based%20on%20Tent%20chaotic%20map%20and%20linear%20feedback%20shift%20register1.pdf Ahmed, Hussam Alddin S. and Mohamad Fadli, Zolkipli and Saba, M. Ismail and Alsariera, Yazan A. (2018) Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register. Advanced Science Letters, 24 (10). pp. 7383-7387. ISSN 1936-6612. (Published) https://doi.org/10.1166/asl.2018.12946 DOI: 10.1166/asl.2018.12946
spellingShingle QA75 Electronic computers. Computer science
Ahmed, Hussam Alddin S.
Mohamad Fadli, Zolkipli
Saba, M. Ismail
Alsariera, Yazan A.
Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register
title Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register
title_full Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register
title_fullStr Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register
title_full_unstemmed Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register
title_short Pseudo Random Bits' Generator Based on Tent Chaotic Map and Linear Feedback Shift Register
title_sort pseudo random bits generator based on tent chaotic map and linear feedback shift register
topic QA75 Electronic computers. Computer science
url http://umpir.ump.edu.my/id/eprint/22609/1/18.%20Pseudo%20random%20bits%E2%80%99%20generator%20based%20on%20Tent%20chaotic%20map%20and%20linear%20feedback%20shift%20register1.pdf
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