Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator

Burak Acar; Tufan Coskun Karalar

doi:10.1109/APCCAS50809.2020.9301678

Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator

Burak Acar
, Tufan Coskun Karalar

Department of Electronics and Communication Engineering

Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Chaotic systems have to be carefully designed in critical applications. Therefore, these systems need high-quality cryptanalysis methods to make sure they work securely. In this paper, a three dimensional no-equilibrium chaotic system to produce random number bits is analyzed with giving numerical and experimental results. Generating random numbers/bits is vital in security systems since they require unpredictable values to keep the key securely for the attackers. The master-slave synchronization method is used to present the security weakness of the "novel"no-equilibrium chaotic system with hidden attractors. The no equilibrium chaotic system is analyzed with a scalar time series. The simulation and experimental results demonstrate that random number bits generated through the target chaotic system can be estimated because its randomness is based on deterministic sources.

Original language	English
Title of host publication	Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020
Editors	Xuan-Tu Tran, Duy-Hieu Bui
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	228-231
Number of pages	4
ISBN (Electronic)	9781728193960
DOIs	https://doi.org/10.1109/APCCAS50809.2020.9301678
Publication status	Published - 8 Dec 2020
Event	16th IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020 - Virtual, Halong, Viet Nam Duration: 8 Dec 2020 → 10 Dec 2020

Publication series

Name	Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020

Conference

Conference	16th IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020
Country/Territory	Viet Nam
City	Virtual, Halong
Period	8/12/20 → 10/12/20

Bibliographical note

Publisher Copyright:
© 2020 IEEE.

Access to Document

10.1109/APCCAS50809.2020.9301678

Cite this

Acar, B., & Karalar, T. C. (2020). Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator. In X.-T. Tran, & D.-H. Bui (Eds.), Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020 (pp. 228-231). Article 9301678 (Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/APCCAS50809.2020.9301678

Acar, Burak ; Karalar, Tufan Coskun. / Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator. Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020. editor / Xuan-Tu Tran ; Duy-Hieu Bui. Institute of Electrical and Electronics Engineers Inc., 2020. pp. 228-231 (Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020).

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title = "Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator",

abstract = "Chaotic systems have to be carefully designed in critical applications. Therefore, these systems need high-quality cryptanalysis methods to make sure they work securely. In this paper, a three dimensional no-equilibrium chaotic system to produce random number bits is analyzed with giving numerical and experimental results. Generating random numbers/bits is vital in security systems since they require unpredictable values to keep the key securely for the attackers. The master-slave synchronization method is used to present the security weakness of the {"}novel{"}no-equilibrium chaotic system with hidden attractors. The no equilibrium chaotic system is analyzed with a scalar time series. The simulation and experimental results demonstrate that random number bits generated through the target chaotic system can be estimated because its randomness is based on deterministic sources.",

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Acar, B & Karalar, TC 2020, Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator. in X-T Tran & D-H Bui (eds), Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020., 9301678, Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020, Institute of Electrical and Electronics Engineers Inc., pp. 228-231, 16th IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020, Virtual, Halong, Viet Nam, 8/12/20. https://doi.org/10.1109/APCCAS50809.2020.9301678

Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator. / Acar, Burak; Karalar, Tufan Coskun.
Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020. ed. / Xuan-Tu Tran; Duy-Hieu Bui. Institute of Electrical and Electronics Engineers Inc., 2020. p. 228-231 9301678 (Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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N2 - Chaotic systems have to be carefully designed in critical applications. Therefore, these systems need high-quality cryptanalysis methods to make sure they work securely. In this paper, a three dimensional no-equilibrium chaotic system to produce random number bits is analyzed with giving numerical and experimental results. Generating random numbers/bits is vital in security systems since they require unpredictable values to keep the key securely for the attackers. The master-slave synchronization method is used to present the security weakness of the "novel"no-equilibrium chaotic system with hidden attractors. The no equilibrium chaotic system is analyzed with a scalar time series. The simulation and experimental results demonstrate that random number bits generated through the target chaotic system can be estimated because its randomness is based on deterministic sources.

AB - Chaotic systems have to be carefully designed in critical applications. Therefore, these systems need high-quality cryptanalysis methods to make sure they work securely. In this paper, a three dimensional no-equilibrium chaotic system to produce random number bits is analyzed with giving numerical and experimental results. Generating random numbers/bits is vital in security systems since they require unpredictable values to keep the key securely for the attackers. The master-slave synchronization method is used to present the security weakness of the "novel"no-equilibrium chaotic system with hidden attractors. The no equilibrium chaotic system is analyzed with a scalar time series. The simulation and experimental results demonstrate that random number bits generated through the target chaotic system can be estimated because its randomness is based on deterministic sources.

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Acar B, Karalar TC. Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator. In Tran XT, Bui DH, editors, Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020. Institute of Electrical and Electronics Engineers Inc. 2020. p. 228-231. 9301678. (Proceedings of 2020 IEEE Asia Pacific Conference on Circuits and Systems, APCCAS 2020). doi: 10.1109/APCCAS50809.2020.9301678

Experimental Cryptanalysis of No-equilibrium Chaotic System Based Random Number Generator

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