An Image Encryption Algorithm Based on Tabu Search and Hyperchaos

In this paper, we propose a digital image encryption scheme based on Tabu Search (TS) algorithm and Chen’s hyperchaos system. First, in order to enhance the security of the algorithm and resist the known-plaintext attack, the key is associated with the ordinary image, and the hash value generated by the ordinary image is used as the initial value of the hyperchaotic system. Moreover, the TS algorithm is used to obtain the optimal subsequence to scramble the sub-block image, which ensures the scrambling effect of the algorithm. In addition, for the sake of minimizing the correlation of neighborhood pixels and strengthening the effect of scrambling, the ordinary image is divided into blocks for scrambling and diffusion. Through simulation and experiments, the key sensitivity, differential attack and pure ciphertext attack are analyzed. Compared with the other encryption schemes, the results verify the effectiveness and reliability of the proposed scheme.

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Publication Details

Journal
International Journal of Bifurcation and Chaos
Published
2024-10-05
DOI
https://doi.org/10.1142/s0218127424501700
Citations
45
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
11.21

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article

An Image Encryption Algorithm Based on Tabu Search and Hyperchaos

Xiaojuan Ma, Zhifei Wang, Chunhua Wang
45 citations
International Journal of Bifurcation and Chaos
Chaos-based Image/Signal Encryption
11.21
article

An Image Encryption Algorithm Based on Tabu Search and Hyperchaos

Xiaojuan Ma, Zhifei Wang, Chunhua Wang
article en
45 citations

Abstract

In this paper, we propose a digital image encryption scheme based on Tabu Search (TS) algorithm and Chen’s hyperchaos system. First, in order to enhance the security of the algorithm and resist the known-plaintext attack, the key is associated with the ordinary image, and the hash value generated by the ordinary image is used as the initial value of the hyperchaotic system. Moreover, the TS algorithm is used to obtain the optimal subsequence to scramble the sub-block image, which ensures the scrambling effect of the algorithm. In addition, for the sake of minimizing the correlation of neighborhood pixels and strengthening the effect of scrambling, the ordinary image is divided into blocks for scrambling and diffusion. Through simulation and experiments, the key sensitivity, differential attack and pure ciphertext attack are analyzed. Compared with the other encryption schemes, the results verify the effectiveness and reliability of the proposed scheme.

International Journal of Bifurcation and ChaosVol. 34(14)
Hunan University (CN)
Innovative Research Group Project of the National Natural Science Foundation of China, Basic and Applied Basic Research Foundation of Guangdong Province
Sustainable cities and communities
Openalex Percentile: Top 1%
Chaos-based Image/Signal Encryption
11.21
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