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Erschienen in: Neural Computing and Applications 23/2021

18.07.2021 | Original Article

Image cipher using image filtering with 3D DNA-based confusion and diffusion strategy

verfasst von: Zhihua Gan, Xiuli Chai, Xiangcheng Zhi, Wenke Ding, Yang Lu, Xiangjun Wu

Erschienen in: Neural Computing and Applications | Ausgabe 23/2021

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Abstract

In this paper, an image cipher is presented based on DNA sequence operations, image filtering and memrisitve chaotic system. Firstly, plain image is preprocessed by a self-updating transformation based on dynamic image filtering (STDIF), which may solve the problem that conventional filtering is invalid for special image such as all-zeros. Subsequently, the resulting image is converted into the DNA sequences by the dynamic DNA encoding rules, and the rules are produced by plain image information and chaotic system. Next, the DNA matrix is permutated by a double random 3D matrix scrambling (DR3DMS), thus every element may arbitrarily move to other position. Thereafter, the permutated matrix is diffused by a plane diffusion of 3D DNA matrix controlled by plain image information (PD3DPI) to resist statistical attacks. Finally, the obtained DNA matrix is transformed into cipher image via DNA decoding rules. Additionally, SHA 256 hash function value of plain image is applied to choose keystreams from the obtained chaotic sequences, which not only solves the problem of repeatedly generating chaotic sequences when encrypting different images, but also results into higher difficulty for hackers to decipher the method by use of plaintext attack. Experimental results and security analyses demonstrate its security and effectiveness.

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Metadaten
Titel
Image cipher using image filtering with 3D DNA-based confusion and diffusion strategy
verfasst von
Zhihua Gan
Xiuli Chai
Xiangcheng Zhi
Wenke Ding
Yang Lu
Xiangjun Wu
Publikationsdatum
18.07.2021
Verlag
Springer London
Erschienen in
Neural Computing and Applications / Ausgabe 23/2021
Print ISSN: 0941-0643
Elektronische ISSN: 1433-3058
DOI
https://doi.org/10.1007/s00521-021-06225-x

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