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

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.

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Publication Details

Journal
Entropy
Published
2025-11-13
DOI
https://doi.org/10.3390/e27111152
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
0.00
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article

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

Shaozhen Li, Yaxuan Chai, Xiaobin Zhang, Shitao Xiang
Entropy
Chaos-based Image/Signal Encryption
article

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

Shaozhen Li, Yaxuan Chai, Xiaobin Zhang, Shitao Xiang
article en

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.

EntropyVol. 27(11)
Wuhan Polytechnic University (CN)
Openalex Percentile: Top 65%
Chaos-based Image/Signal Encryption
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Research on Image Encryption with Multi-Level Keys Based on a Six-Dimensional Memristive Chaotic System — Shaozhen Li, Yaxuan Chai, et al. · Entropy (2025) | TGRS Research Map | TGRS