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Application of a Hyperbolic Tangent Chaotic Map to Random Bit Generation and Image Encryption
- Source :
- 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus).
- Publication Year :
- 2021
- Publisher :
- IEEE, 2021.
-
Abstract
- In this paper, a two-parameter one-dimensional chaotic map with hyperbolic tangent and two nested sinusoidal terms is proposed. The reported map exhibits rich chaotic behavior including such phenomena as the period-doubling route to chaos, crisis, and antimonotonicity appearing. The proposed map is applied for the pseudo-random bit generation and image encryption. To generate bit sequences, a simple rule is used. The generated sequences are verified using NIST statistical tests and cross-correlation analysis. Image encryption is performed using two rounds of shuffling of image pixels and XOR operation. We explicitly show the suitability of the proposed algorithm through histogram, correlation, and entropy analysis for the sample grayscale image.
- Subjects :
- Pixel
business.industry
Computer science
Hyperbolic function
Chaotic
Encryption
01 natural sciences
Grayscale
010305 fluids & plasmas
Image (mathematics)
Computer Science::Computer Vision and Pattern Recognition
Histogram
0103 physical sciences
business
010301 acoustics
Algorithm
Bitwise operation
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus)
- Accession number :
- edsair.doi...........660c05b5a180a9358a600e68bf945a4b