Optimization of the Parameters of Optical Random Number Generation and Lexicographic Postprocessing Based on the Integral Evaluation of NIST Tests

To determine the optimal parameters of optical random number generation and mathematical postprocessing based on the lexicographic numbering of the noise of the optical random number generator, an integral indicator is proposed that combines the normalized values of three metrics: the arithmetic mean and the median percentage of successful NIST tests, as well as the proportion of results exceeding a given threshold.

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Publication Details

Journal
Bulletin of the Russian Academy of Sciences Physics
Published
2025-12-01
DOI
https://doi.org/10.1134/s1062873825713686
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
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article

Optimization of the Parameters of Optical Random Number Generation and Lexicographic Postprocessing Based on the Integral Evaluation of NIST Tests

L. R. Gilyazov, M. E. Sibgatullin, N. M. Arslanov, D. A. Mavkov
Bulletin of the Russian Academy of Sciences Physics
Chaos-based Image/Signal Encryption
article

Optimization of the Parameters of Optical Random Number Generation and Lexicographic Postprocessing Based on the Integral Evaluation of NIST Tests

L. R. Gilyazov, M. E. Sibgatullin, N. M. Arslanov, D. A. Mavkov
article en

Abstract

To determine the optimal parameters of optical random number generation and mathematical postprocessing based on the lexicographic numbering of the noise of the optical random number generator, an integral indicator is proposed that combines the normalized values of three metrics: the arithmetic mean and the median percentage of successful NIST tests, as well as the proportion of results exceeding a given threshold.

Bulletin of the Russian Academy of Sciences PhysicsVol. 89(12)
Kazan Federal University (RU), Kazan State Technical University named after A. N. Tupolev (RU), Tatarstan Academy of Sciences (RU)
Openalex Percentile: Top 59%
Chaos-based Image/Signal Encryption
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