Image encryption algorithm based on hyperchaotic system and a new DNA sequence operation

As the application of multimedia technology intensifies recently, more and more attention has been paid to privacy protection in image data. The interest in DNA-based image encryption techniques is increasing due to their high parallelism and large storage capacity. However, there are only few types...

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Vydané v:Chaos, solitons and fractals Ročník 162; s. 112456
Hlavní autori: Yu, Jinwei, Xie, Wei, Zhong, Zhenyu, Wang, Huan
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier Ltd 01.09.2022
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ISSN:0960-0779, 1873-2887
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Abstract As the application of multimedia technology intensifies recently, more and more attention has been paid to privacy protection in image data. The interest in DNA-based image encryption techniques is increasing due to their high parallelism and large storage capacity. However, there are only few types of operations in existing DNA encryption methods and many of them are susceptible to chosen-plaintext attacks. To solve these problems, this paper proposes a novel image encryption algorithm based on a new DNA sequence operation and hyperchaotic system. Firstly, SHA-256 algorithm is used in conjunction with chaotic systems to generate plaintext-related random sequences. Secondly, the plain image is decomposed into RGB channels and encoded into DNA matrices. Thirdly, a new DNA operation called DNA triploid mutation (DNA-TM) is introduced to achieve cryptographic conversion of DNA bases. Furthermore, after decoding three DNA matrices, row-column permutation and pixel diffusion are employed to fuse the image. The experimental results demonstrate that our encryption approach is secure, with an average information entropy of 7.9972. In addition, the security analysis reveals that our scheme can resist differential attacks, plaintext attacks, noise attacks and occlusion attacks. •Two-dimensional Logistic-adjusted-Sine map (2D-LASM) and four-dimensional quadratic autonomous hyperchaotic system (4D-QAHS) are utilized to generate chaotic sequences.•A novel DNA sequence operation called DNA triploid mutation (DNA-TM) is introduced to disrupt the nucleotide bases.•Dynamic DNA coding is used in our encryption process to keep the encryption algorithm secure.•SHA-256 is combined with two chaotic systems to generate plaintext-related random sequences.•Experimental result demonstrates that our method can resist various attacks.
AbstractList As the application of multimedia technology intensifies recently, more and more attention has been paid to privacy protection in image data. The interest in DNA-based image encryption techniques is increasing due to their high parallelism and large storage capacity. However, there are only few types of operations in existing DNA encryption methods and many of them are susceptible to chosen-plaintext attacks. To solve these problems, this paper proposes a novel image encryption algorithm based on a new DNA sequence operation and hyperchaotic system. Firstly, SHA-256 algorithm is used in conjunction with chaotic systems to generate plaintext-related random sequences. Secondly, the plain image is decomposed into RGB channels and encoded into DNA matrices. Thirdly, a new DNA operation called DNA triploid mutation (DNA-TM) is introduced to achieve cryptographic conversion of DNA bases. Furthermore, after decoding three DNA matrices, row-column permutation and pixel diffusion are employed to fuse the image. The experimental results demonstrate that our encryption approach is secure, with an average information entropy of 7.9972. In addition, the security analysis reveals that our scheme can resist differential attacks, plaintext attacks, noise attacks and occlusion attacks. •Two-dimensional Logistic-adjusted-Sine map (2D-LASM) and four-dimensional quadratic autonomous hyperchaotic system (4D-QAHS) are utilized to generate chaotic sequences.•A novel DNA sequence operation called DNA triploid mutation (DNA-TM) is introduced to disrupt the nucleotide bases.•Dynamic DNA coding is used in our encryption process to keep the encryption algorithm secure.•SHA-256 is combined with two chaotic systems to generate plaintext-related random sequences.•Experimental result demonstrates that our method can resist various attacks.
ArticleNumber 112456
Author Yu, Jinwei
Wang, Huan
Xie, Wei
Zhong, Zhenyu
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  fullname: Yu, Jinwei
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  givenname: Wei
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  fullname: Zhong, Zhenyu
  organization: Institute of Intelligent Manufacturing, GDAS, Guangzhou 510641, China
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  givenname: Huan
  surname: Wang
  fullname: Wang, Huan
  organization: Guangdong Institute of Scientific and Technical Information, Guangzhou 510641, China
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Keywords Image encryption
DNA encryption
Chaotic system
2D-LASM
4D-QAHS
Triploid mutation
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Snippet As the application of multimedia technology intensifies recently, more and more attention has been paid to privacy protection in image data. The interest in...
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SubjectTerms 2D-LASM
4D-QAHS
Chaotic system
DNA encryption
Image encryption
Triploid mutation
Title Image encryption algorithm based on hyperchaotic system and a new DNA sequence operation
URI https://dx.doi.org/10.1016/j.chaos.2022.112456
Volume 162
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