A Novel Multi-Channel Image Encryption Algorithm Leveraging Pixel Reorganization and Hyperchaotic Maps

Chaos-based encryption is promising for safeguarding digital images. Nonetheless, existing chaos-based encryption algorithms still exhibit certain shortcomings. Given this, we propose a novel multi-channel image encryption algorithm that leverages pixel reorganization and hyperchaotic maps (MIEA-PRHM). Our MIEA-PRHM algorithm employs two hyperchaotic maps to jointly generate chaotic sequences, ensuring a larger key space and better randomness. During the encryption process, we first convert input images into two fused matrices through pixel reorganization. Then, we apply two rounds of scrambling and diffusion operations, coupled with one round of substitution operations, to the high 4-bit matrix. For the low 4-bit matrix, we conduct one round of substitution and diffusion operations. Extensive experiments and comparisons demonstrate that MIEA-PRHM outperforms many recent encryption algorithms in various aspects, especially in encryption efficiency.

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Publication Details

Journal
Mathematics
Published
2024-12-12
DOI
https://doi.org/10.3390/math12243917
Citations
91
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
22.68

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article

A Novel Multi-Channel Image Encryption Algorithm Leveraging Pixel Reorganization and Hyperchaotic Maps

Wei Feng, Jiaxin Yang, Kun Qian, Heping Wen et al.
91 citations
Mathematics
Chaos-based Image/Signal Encryption
22.68
article

A Novel Multi-Channel Image Encryption Algorithm Leveraging Pixel Reorganization and Hyperchaotic Maps

Wei Feng, Jiaxin Yang, Kun Qian, Heping Wen, Jing Zhang, Zhengguo Zhu, Xiangyu Zhao, Zhentao Qin
article en
91 citations

Abstract

Chaos-based encryption is promising for safeguarding digital images. Nonetheless, existing chaos-based encryption algorithms still exhibit certain shortcomings. Given this, we propose a novel multi-channel image encryption algorithm that leverages pixel reorganization and hyperchaotic maps (MIEA-PRHM). Our MIEA-PRHM algorithm employs two hyperchaotic maps to jointly generate chaotic sequences, ensuring a larger key space and better randomness. During the encryption process, we first convert input images into two fused matrices through pixel reorganization. Then, we apply two rounds of scrambling and diffusion operations, coupled with one round of substitution operations, to the high 4-bit matrix. For the low 4-bit matrix, we conduct one round of substitution and diffusion operations. Extensive experiments and comparisons demonstrate that MIEA-PRHM outperforms many recent encryption algorithms in various aspects, especially in encryption efficiency.

MathematicsVol. 12(24)
Hunan Institute of Science and Technology (CN), University of Electronic Science and Technology of China (CN), Panzhihua University (CN)
Scientific Research Foundation of Hunan Provincial Education Department, Basic and Applied Basic Research Foundation of Guangdong Province
Openalex Percentile: Top 0%
Chaos-based Image/Signal Encryption
22.68
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A Novel Multi-Channel Image Encryption Algorithm Leveraging Pixel Reorganization and Hyperchaotic Maps — Wei Feng, Jiaxin Yang, et al. · Mathematics (2024) | TGRS Research Map | TGRS