IEEE Access (Jan 2020)

An Image Encryption Scheme Based on DNA Computing and Multiple Chaotic Systems

  • Muhammad Samiullah,
  • Waqar Aslam,
  • Hira Nazir,
  • M. Ikramullah Lali,
  • Basit Shahzad,
  • Muhammad Rafiq Mufti,
  • Humaira Afzal

DOI
https://doi.org/10.1109/ACCESS.2020.2970981
Journal volume & issue
Vol. 8
pp. 25650 – 25663

Abstract

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A number of techniques for securing plaintext, images and video frames have been developed in cryptography using jointly DNA computing and Chaos Theory. With the advancement of DNA/quantum computing, the threats of security breaches to information have an increasing possibility. In this paper, we propose a symmetric encryption algorithm for color images by extending the current encryption/decryption techniques. Our encryption algorithm is based on three chaotic systems (PWLCM, Lorenz and 4D Lorenz-type), a Secure Hash Algorithm, a scrambler, a chaotic generator and DNA sequence based Linear Feedback Shift Register. We introduce multilevel security to increase the degree of diffusion and confusion. Through experiments, we present security analysis for key irreproducibility and sensitivity, Gray Level Co-occurrence Matrix based analysis, maximum deviation, irregular deviation, entropy, histogram, variance and correlation, number of pixel change rate, unified average cipher intensity, known/chosen-plaintext attacks, mean absolute error, robustness against noises of various types using PSNR and occlusion attacks. It is demonstrated that mostly our proposed encryption algorithm has enhanced performance as compared to contemporary works in information security, while comparable in other cases.

Keywords