Cross-plane image encryption based on a new 2D chaotic map and DNA cryptography

Cyberattacks pose a severe threat to image transmission over the Internet, heightening the need for data privacy protection. However, traditional text encryption algorithms struggle with the high redundancy and large data volume of images. To address this, we developed a cross-plane image encryption scheme based on a new 2D chaotic map and DNA dynamic encryption. Unlike other image encryption schemes, this scheme randomly disrupts the pixels in the RGB channels of color images through cross-plane column and row scrambling (CCRS), where small changes can rapidly influence the entire encryption result. Besides, a new two-dimensional chaotic map (2D CGM) has been designed, offering a broader range of parameters and higher randomness. In our encryption scheme, we use the chaotic sequence generated by 2D CGM to select the rules of DNA encryption and CCRS, effectively breaking the strong correlation between image pixels. Simulation results demonstrate that this scheme effectively protects image data against cyberattacks, including exhaustive, statistical, and differential attacks, and outperforms current encryption schemes.

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Publication Details

Published
2024-10-18
DOI
https://doi.org/10.1109/icct62411.2024.10946411
Citations
1
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
0.25

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article

Cross-plane image encryption based on a new 2D chaotic map and DNA cryptography

Yanru Yang, Meng Tang, Yongtao Yu, Yinghai Lin et al.
1 citations
Chaos-based Image/Signal Encryption
0.25
article

Cross-plane image encryption based on a new 2D chaotic map and DNA cryptography

Yanru Yang, Meng Tang, Yongtao Yu, Yinghai Lin, Guo Du
article en
1 citations

Abstract

Cyberattacks pose a severe threat to image transmission over the Internet, heightening the need for data privacy protection. However, traditional text encryption algorithms struggle with the high redundancy and large data volume of images. To address this, we developed a cross-plane image encryption scheme based on a new 2D chaotic map and DNA dynamic encryption. Unlike other image encryption schemes, this scheme randomly disrupts the pixels in the RGB channels of color images through cross-plane column and row scrambling (CCRS), where small changes can rapidly influence the entire encryption result. Besides, a new two-dimensional chaotic map (2D CGM) has been designed, offering a broader range of parameters and higher randomness. In our encryption scheme, we use the chaotic sequence generated by 2D CGM to select the rules of DNA encryption and CCRS, effectively breaking the strong correlation between image pixels. Simulation results demonstrate that this scheme effectively protects image data against cyberattacks, including exhaustive, statistical, and differential attacks, and outperforms current encryption schemes.

Yunnan University (CN), Yuxi Normal University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 41%
Chaos-based Image/Signal Encryption
0.25
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Cross-plane image encryption based on a new 2D chaotic map and DNA cryptography — Yanru Yang, Meng Tang, et al. · (2024) | TGRS Research Map | TGRS