Next Article in Journal
On the Shortfall of Tail-Based Entropy and Its Application to Capital Allocation
Previous Article in Journal
An Outlier Suppression and Adversarial Learning Model for Anomaly Detection in Multivariate Time Series
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
This is an early access version, the complete PDF, HTML, and XML versions will be available soon.
Article

Research on Image Encryption with Multi-Level Keys Based on a Six-Dimensional Memristive Chaotic System

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.
Keywords: chaotic index scrambling; key; six-dimensional memristive chaotic system; Zigzag scrambling chaotic index scrambling; key; six-dimensional memristive chaotic system; Zigzag scrambling

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

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop