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Enhancing Data Security with a New Color Image Encryption Algorithm Based on 5D Chaotic System and Delta Feature for Dynamic Initialization

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New Trends in Information and Communications Technology Applications (NTICT 2023)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 2096))

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Abstract

This research introduces an innovative color image encryption algorithm that uses a 5D chaotic system and delta feature to modify the initial conditions during key generation. It employs diffusion and confusion processes across multiple stages. Furthermore, a single pixel value in the image is altered, and the delta features are recalculated to generate new encryption keys, Subsequently, the image is encrypted once again. The number of revised keys and the similarity between the encrypted images can be measured using the Hamming distance metric. The algorithm’s effectiveness in encrypting color images is validated through simulation, testing, and comparisons with existing methods, demonstrating its effectiveness in terms of encryption quality, computational efficiency, and resistance against various attacks. The presented approach offers a promising solution for secure color image encryption, suitable for applications requiring reliable protection of sensitive visual information. The evaluation results of the algorithm, A high NPCR value (99.6099), suggest that a sizable part of the pixels has been altered during encryption, which is desirable for security. The PSNR value (7.738) shows minimal information loss during encryption, crucial to maintaining image quality. An ideal UACI value (31.131%–35.225%) suggests minimal visual artifacts and distortion in the encrypted image.

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Authors and Affiliations

  1. Department of Computer Science, College of Education, Mustansiriyah University, Baghdad, Iraq

    Hadeel Jabbar Shnaen & Sadiq A. Mehdi

Authors
  1. Hadeel Jabbar Shnaen
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  2. Sadiq A. Mehdi
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Correspondence to Hadeel Jabbar Shnaen .

Editor information

Editors and Affiliations

  1. University of Information Technology and Communications, Baghdad, Iraq

    Abbas M. Al-Bakry

  2. University of Information Technology and Communications, Baghdad, Iraq

    Mouayad A. Sahib

  3. University of Babylon, Babylon, Iraq

    Safaa O. Al-Mamory

  4. University of Information Technology and Communications, Baghdad, Iraq

    Jaafar A. Aldhaibani

  5. University of Information Technology and Communications, Baghdad, Iraq

    Ali N. Al-Shuwaili

  6. University of Information Technology and Communications, Baghdad, Iraq

    Haitham S. Hasan

  7. University of Information Technology and Communications, Baghdad, Iraq

    Rula A. Hamid

  8. University of Babylon, Babylon, Iraq

    Ali K. Idrees

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Shnaen, H.J., Mehdi, S.A. (2024). Enhancing Data Security with a New Color Image Encryption Algorithm Based on 5D Chaotic System and Delta Feature for Dynamic Initialization. In: Al-Bakry, A.M., et al. New Trends in Information and Communications Technology Applications. NTICT 2023. Communications in Computer and Information Science, vol 2096. Springer, Cham. https://doi.org/10.1007/978-3-031-62814-6_7

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  • DOI: https://doi.org/10.1007/978-3-031-62814-6_7

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-62813-9

  • Online ISBN: 978-3-031-62814-6

  • eBook Packages: Computer ScienceComputer Science (R0)

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