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Gray-Scale Image Encryption Using DNA Operations

Nada H. Sharkawy, Yasmine M. Afify, Walaa Gad, Nagwa Badr

2022IEEE Access15 citationsDOIOpen Access PDF

Abstract

Unsecured networks have recently become widely used for the transmission of confidential images. Consequently, cryptography is crucial for ensuring data confidentiality. Developing a key that is resistant to statistical and differential attacks has always been a challenging objective. In this paper, a novel model is proposed to boost image encryption while maintaining key strength. The proposed model adapts MD5 and SHA-256 hash functions to produce a key. It generates four matrices, X, Y, Z, and W, by using a memristor hyperchaotic system. Arnold’s transform was applied to the original image once the key was created. The images were then scrambled using five chaotic maps. The image is then DNA-encoded, diffused using three matrices, and finally DNA-decoded. The proposed model was assessed using twelve performance measures on nine popular images. Compared to previous studies, the results of the proposed model indicate a promising improvement in performance. It achieves a better performance by expanding the key space and increasing its sensitivity.

Topics & Concepts

EncryptionComputer scienceKey spaceHash functionKey (lock)MD5CryptographySecure transmissionChaoticImage (mathematics)AlgorithmTheoretical computer scienceGrayscaleData miningComputer engineeringArtificial intelligenceComputer networkComputer securityChaos-based Image/Signal EncryptionCellular Automata and ApplicationsAdvanced Steganography and Watermarking Techniques
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