A new pseudorandom bits generator based on a 2D-chaotic system and diffusion property
| Autor: | Omar Akif, Rasha Ali, Rasha S. Ali, Rasha Subhi, Prof.Dr. Alaa Farhan |
|---|---|
| Rok vydání: | 2021 |
| Předmět: |
Pseudorandom number generator
Sequence Control and Optimization Computer Networks and Communications Computer science business.industry Autocorrelation Chaotic Cryptography Permutation Hardware and Architecture Control and Systems Engineering Computer Science (miscellaneous) Electrical and Electronic Engineering business Instrumentation Algorithm Stream cipher Randomness Information Systems |
| Zdroj: | Bulletin of Electrical Engineering and Informatics. 10:1580-1588 |
| ISSN: | 2302-9285 2089-3191 |
| DOI: | 10.11591/eei.v10i3.2610 |
| Popis: | A remarkable correlation between chaotic systems and cryptography has been established with sensitivity to initial states, unpredictability, and complex behaviors. In one development, stages of a chaotic stream cipher are applied to a discrete chaotic dynamic system for the generation of pseudorandom bits. Some of these generators are based on 1D chaotic map and others on 2D ones. In the current study, a pseudorandom bit generator (PRBG) based on a new 2D chaotic logistic map is proposed that runs side-by-side and commences from random independent initial states. The structure of the proposed model consists of the three components of a mouse input device, the proposed 2D chaotic system, and an initial permutation (IP) table. Statistical tests of the generated sequence of bits are investigated by applying five evaluations as well as the ACF and NIST. The results of five standard tests of randomness have been illustrated and overcome a value of 0.160 in frequency test. While the run test presents the pass value t0=4.769 and t1=2.929. Likewise, poker test and serial test the outcomes was passed with 3.520 for poker test, and 4.720 for serial test. Finally, autocorrelation test passed in all shift numbers from 1 to 10. |
| Databáze: | OpenAIRE |
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