A Chaotic Image Encryption Algorithm Based on Information Entropy
Abstract
This paper proposes an image encryption algorithm based on a chaotic map and information entropy. Unlike Fridrich’s structure, the proposed method contains permutation, modulation, and diffusion (PMD) operations. This method avoids the shortcoming in traditional schemes of strictly shuffling the pixel positions before diffusion encryption. Information entropy is employed to influence the generation of the keystream. The initial keys used in the permutation and diffusion stages interact with each other. As a result, the algorithm acts as an indivisible entity to enhance security. Experimental results and security analyses demonstrate the good performance of the proposed algorithm as a secure and effective communication method for images.
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The information-entropy-based chaotic image-encryption algorithm [180] is very insecure against differential attack.
“The analysis result shows that it is very insecure against differential attack.”
From Chaos-Based Image Encryption: Review, Application, and Challenges (2023) · cites this paper as [180]
Cites
Chen, J., Zhu, Z.-L., Zhang, L.-B., Zhang, Y., & Yang, B.-Q. (2018) · Signal Processing · doi:10.1016/j.sigpro.2017.07.034 · Cited by 320 · see citing works
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Chaos-Based Image Encryption: Review, Application, and Challenges
Zhang, B., & Liu, L. (2023) · Mathematics · doi:10.3390/math11112585 · Cited by 328 · see citing works
“An information-entropy-based chaotic image-encryption algorithm [180] was scrutinized in [181].”
MethodDesign of hyperchaotic system based on multi-scroll and its encryption algorithm in color image
Yan, S., Li, L., Gu, B., Cui, Y., Wang, J., & Song, J. (2023) · Integration · doi:10.1016/j.vlsi.2022.10.002 · Cited by 49 · see citing works
A novel DNA-based key scrambling technique for image encryption
Uddin, M., Jahan, F., Islam, M. K., & Rakib Hassan, M. (2021) · Complex & Intelligent Systems · doi:10.1007/s40747-021-00515-6 · Cited by 26 · see citing works
- Authors
- Ye, G., Pan, C., Huang, X., Zhao, Z., & He, J.
- Affiliations
- Zhejiang University (CN)
- Guangdong Ocean University (CN)
- Venue
- International Journal of Bifurcation and Chaos
- Publisher
- World Scientific Pub Co Pte Ltd
- Published
- 2018-01
- Volume
- 28
- Issue
- 01
- Pages
- 1850010
- ISSN
- 0218-1274 (ISSN-L)
- 1793-6551
- OpenAlex
- W2788952862
- Cited by
- 135
- References
- 1
- Citations by year
- 2026: 1 · 2025: 8 · 2024: 8 · 2023: 20 · 2022: 21 · 2021: 24 · 2020: 32 · 2019: 17 · 2018: 4
- FWCI
- 9.63
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- International Journal of Bifurcation and Chaos (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Chaos-based Image/Signal Encryption
- Physical Sciences › Computer Science › Artificial Intelligence › Computer Science and Engineering
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Advanced Steganography and Watermarking Techniques
- Keywords
- image encryption, chaotic maps, Shannon entropy, keystream generation, pixel permutation, secure image transmission
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