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Open AccessArticle
Research on Image Encryption with Multi-Level Keys Based on a Six-Dimensional Memristive Chaotic System
by
Xiaobin Zhang
Xiaobin Zhang
,
Yaxuan Chai
Yaxuan Chai ,
Shitao Xiang
Shitao Xiang
and
Shaozhen Li
Shaozhen Li *
School of Electrical and Electronic Engineering, Wuhan Polytechnic University, Wuhan 430048, China
*
Author to whom correspondence should be addressed.
Entropy 2025, 27(11), 1152; https://doi.org/10.3390/e27111152 (registering DOI)
Submission received: 29 September 2025
/
Revised: 8 November 2025
/
Accepted: 11 November 2025
/
Published: 13 November 2025
Abstract
To address the security of digital images, this paper proposes a novel image encryption algorithm based on a six-dimensional memristive chaotic system. First, the algorithm uses the Secure Hash Algorithm 256 (SHA-256) to generate a hash value, from which the initial dynamic key is derived. Next, it integrates Zigzag scrambling, chaotic index scrambling, and diffusion operations to form an encryption scheme with multiple rounds of scrambling and diffusion. In this framework, after each encryption operation, a part of the dynamic key is changed according to the input parameters, and the six-dimensional memristive chaotic system continues iterating to generate the pseudo-random sequence for the next operation. Finally, the proposed algorithm is evaluated using indicators including information entropy, histograms, the Number of Pixels Change Rate (NPCR) and Unified Average Changing Intensity (UACI), encryption time, and so on. The results show that the information entropy of the encrypted image reaches 7.9979; its Chi-square statistic is 186.6875; the average NPCR and UACI are 99.6111% and 33.4643%, respectively; and the encryption time is 0.342 s for the 256 × 256 Cameraman image. These indicate that image encryption is not only effective in encrypting images but also resistant to many conventional attacks.
Share and Cite
MDPI and ACS Style
Zhang, X.; Chai, Y.; Xiang, S.; Li, S.
Research on Image Encryption with Multi-Level Keys Based on a Six-Dimensional Memristive Chaotic System. Entropy 2025, 27, 1152.
https://doi.org/10.3390/e27111152
AMA Style
Zhang X, Chai Y, Xiang S, Li S.
Research on Image Encryption with Multi-Level Keys Based on a Six-Dimensional Memristive Chaotic System. Entropy. 2025; 27(11):1152.
https://doi.org/10.3390/e27111152
Chicago/Turabian Style
Zhang, Xiaobin, Yaxuan Chai, Shitao Xiang, and Shaozhen Li.
2025. "Research on Image Encryption with Multi-Level Keys Based on a Six-Dimensional Memristive Chaotic System" Entropy 27, no. 11: 1152.
https://doi.org/10.3390/e27111152
APA Style
Zhang, X., Chai, Y., Xiang, S., & Li, S.
(2025). Research on Image Encryption with Multi-Level Keys Based on a Six-Dimensional Memristive Chaotic System. Entropy, 27(11), 1152.
https://doi.org/10.3390/e27111152
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