A Survey on Image Cryptosystems based on DNA Inspired Approaches | IEEE Conference Publication | IEEE Xplore

A Survey on Image Cryptosystems based on DNA Inspired Approaches


Abstract:

The image data are large in size with highly correlated adjacent pixels. Therefore, the conventional data encryption technology is inadequate to effectively deal with suc...Show More

Abstract:

The image data are large in size with highly correlated adjacent pixels. Therefore, the conventional data encryption technology is inadequate to effectively deal with such kind of data for ensuring their security. Deoxyribonucleic Acid (DNA) encryption is a frontal encryption technology as DNA molecule has a large data capacity, vast parallelism and has low ultra power requirement. Over the years, different image cryptosystems have been proposed with the use of DNA based encoding/ decoding and its sequential operations. The present paper provides an indepth analysis of the research carried out by different authors in the last decade uptill now as reported in the literature. It also provides a pathway for further research in the area.
Date of Conference: 22-24 June 2022
Date Added to IEEE Xplore: 29 July 2022
ISBN Information:
Conference Location: Coimbatore, India

I. Introduction

In the digital era, family pictures, scientific graphs, medical images, and other important images are stored in computers and transmitted through the internet to share with people. The images contain essential personal, technical, or medical information. Hence to protect such kinds of image data from unauthorized users there is a demand for suitable image cryptosystems. Since images have highly correlated adjacent pixels, and higher data redundancy than the text data, the conventional symmetric-key encryption algorithms, for example AES, and IDEA used for text data are not suitable to reduce the correlation between the adjacent pixels of the images and secure it. Therefore different techniques are integrated with the image encryption algorithms such as chaotic maps [1], DNA coding [2] and wavelet transmission [3] to design the robust image cryptosystems. In image cryptosystems, a confusion-diffusion architecture based mechanism, as shown in the figure 1a is considered. Here, the image content is shuffled with iteration. Subsequently, a suitable substitution mechanism is deployed. Overall, such a process is continued several times untill the visual and statistical information gets hidden, and it reaches the desired security level. In the confusion-diffusion mechanism, different chaotic maps are used.

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References

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