An encryption algorithm for color images based on an improved dual-chaotic system combined with DNA encoding

This study improves the Logistic chaotic system and combines it with the hyperchaotic Chen system to create a dual chaotic system. The algorithm encrypts images in three stages. In the first stage, a plaintext-related key generation scheme is designed to generate the parameters and initial values of the dual chaotic system. In the second stage, the chaotic sequences generated by the dual chaotic system are used for dynamic DNA encoding and computation. In the third stage, the chaotic sequences generated by the improved Logistic chaotic system are used to perform row-column permutations, completing the scrambling. The security analysis of the encrypted images shows that the algorithm described in this paper is robust and secure, capable of resisting most known attacks. The algorithm is fast in encryption, provides high-quality image reconstruction, and is suitable for scenarios with high comprehensive performance and image quality requirements.

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Publication Details

Journal
Scientific Reports
Published
2024-09-05
DOI
https://doi.org/10.1038/s41598-024-71267-9
Citations
17
Primary Topic
Chaos-based Image/Signal Encryption
Type
article
Field-Weighted Citation Impact
4.24
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article

An encryption algorithm for color images based on an improved dual-chaotic system combined with DNA encoding

Tingting Liu, Rongbin Li, Jun Yin
17 citations
Scientific Reports
Chaos-based Image/Signal Encryption
4.24
article

An encryption algorithm for color images based on an improved dual-chaotic system combined with DNA encoding

Tingting Liu, Rongbin Li, Jun Yin
article en
17 citations

Abstract

This study improves the Logistic chaotic system and combines it with the hyperchaotic Chen system to create a dual chaotic system. The algorithm encrypts images in three stages. In the first stage, a plaintext-related key generation scheme is designed to generate the parameters and initial values of the dual chaotic system. In the second stage, the chaotic sequences generated by the dual chaotic system are used for dynamic DNA encoding and computation. In the third stage, the chaotic sequences generated by the improved Logistic chaotic system are used to perform row-column permutations, completing the scrambling. The security analysis of the encrypted images shows that the algorithm described in this paper is robust and secure, capable of resisting most known attacks. The algorithm is fast in encryption, provides high-quality image reconstruction, and is suitable for scenarios with high comprehensive performance and image quality requirements.

Scientific ReportsVol. 14(1)
Qinghai Normal University (CN), Qinghai Tibetan Hospital (CN)
Openalex Percentile: Top 5%
Chaos-based Image/Signal Encryption
4.24
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