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May 20, 2022IEEE Transactions on Industrial Informatics91 citations

An Image Security Model Based on Chaos and DNA Cryptography for IIoT Images

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ASAnish Kumar SinghKCKakali ChatterjeeASAshish Singh

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Abstract

The images generated by smart cameras and sensors in an Industrial Internet of Things (IIoT) ecosystem are at significant risk when transmitted over a public network due to the dynamicity and open nature of the IIoT environment. Encryption is a viable method for safeguarding IIoT digital images. This article addresses an image security framework using chaotic maps and DNA cryptography. The proposed algorithm uses a tent, circle, Chebyshev, and 3-D logistic map in a multilevel fashion to generate three keys. These keys are used for row-column rotation of subblocks, determine the rule to perform DNA encoding–decoding on the subblocks, and generate a key image on which DNA XOR operation is performed to get the encrypted image. The proposed scheme’s result analysis illustrates that the average NPCR (99. 6566%), UACI (33. 4588%), Entropy (7. 9971), and larger key-space of 10^195 are better than the existing schemes and are resistant to different attacks.

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Cite This Study

Singh et al. (2022) studied this question.

synapsesocial.com/papers/6a1cadc15a7763abe7899956https://doi.org/10.1109/tii.2022.3176054
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