Constructing a non-degenerate 2D chaotic map with application in irreversible PRNG.

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Title: Constructing a non-degenerate 2D chaotic map with application in irreversible PRNG.
Authors: Zhou, Qingzhen1 (AUTHOR) zbzqz090112@126.com
Source: Multimedia Tools & Applications. May2025, Vol. 84 Issue 17, p17893-17906. 14p.
Subjects: Lyapunov exponents, Inverse functions, Generating functions, Phase diagrams, Exponentiation
Abstract: To solve the weakness of reversibility that exited in some pseudo-random number generators (PRNGs), we designed an enhanced chaos-based irreversible PRNG, in which the irreversibility is implemented through embedding the modular exponentiation into chaotic map, whose inverse function can generate discrete logarithm problem (DLP). First, a non-degenerate 2D exponential hyper chaotic map (2D-EHCM) was constructed, and its dynamic behaviors, such as phase diagram, Lyapunov exponent, Kolmogorov entropy, correlation dimension and randomness, were analyzed and tested. The results demonstrated that the state point trajectories of the 2D-EHCM have ergodicity and strong connection in phase space and a larger range of control parameter. Statistics and security analysis results demonstrated its effectiveness and robustness of the proposed enhanced PRNG with irreversibility. [ABSTRACT FROM AUTHOR]
Copyright of Multimedia Tools & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Constructing a non-degenerate 2D chaotic map with application in irreversible PRNG.
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  Data: <searchLink fieldCode="AR" term="%22Zhou%2C+Qingzhen%22">Zhou, Qingzhen</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> zbzqz090112@126.com</i>
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– Name: Abstract
  Label: Abstract
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  Data: To solve the weakness of reversibility that exited in some pseudo-random number generators (PRNGs), we designed an enhanced chaos-based irreversible PRNG, in which the irreversibility is implemented through embedding the modular exponentiation into chaotic map, whose inverse function can generate discrete logarithm problem (DLP). First, a non-degenerate 2D exponential hyper chaotic map (2D-EHCM) was constructed, and its dynamic behaviors, such as phase diagram, Lyapunov exponent, Kolmogorov entropy, correlation dimension and randomness, were analyzed and tested. The results demonstrated that the state point trajectories of the 2D-EHCM have ergodicity and strong connection in phase space and a larger range of control parameter. Statistics and security analysis results demonstrated its effectiveness and robustness of the proposed enhanced PRNG with irreversibility. [ABSTRACT FROM AUTHOR]
– Name: AbstractSuppliedCopyright
  Label:
  Group: Ab
  Data: <i>Copyright of Multimedia Tools & Applications is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1007/s11042-024-19787-4
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        Text: English
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      – SubjectFull: Lyapunov exponents
        Type: general
      – SubjectFull: Inverse functions
        Type: general
      – SubjectFull: Generating functions
        Type: general
      – SubjectFull: Phase diagrams
        Type: general
      – SubjectFull: Exponentiation
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      – TitleFull: Constructing a non-degenerate 2D chaotic map with application in irreversible PRNG.
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              Text: May2025
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              Y: 2025
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