IDEAS home Printed from https://ideas.repec.org/a/spr/ijsaem/v16y2025i2d10.1007_s13198-024-02669-1.html
   My bibliography  Save this article

Modified moth flame optimization and logistic chaotic map integration for image encryption

Author

Listed:
  • Akshat Aggarwal

    (Netaji Subhas University of Technology)

  • Eshaan Awasthi

    (Netaji Subhas University of Technology)

  • Deepika Kukreja

    (Netaji Subhas University of Technology)

  • Jyoti Kedia

    (Punjab Engineering College (Deemed to be University))

  • Indu Bala

    (SEEE, Lovely Professional University)

Abstract

Preserving the confidentiality of sensitive image data holds paramount significance in the realm of digital communication. Hence, this paper introduces an optimized image encryption algorithm aimed at enhancing the security of image-based communication. The proposed algorithm, known as the Modified Moth Flame Optimization Algorithm (MMFO), is employed in conjunction with a Logistic Chaotic Map to yield improved values for evaluation parameters such as Correlation Coefficient (CC), Image Entropy (IE), Unified Average Changing Intensity (UACI), and Normalized Pixel Change Rate (NPCR). These enhancements are achieved alongside the attainment of Uniform Histograms for the encrypted image, surpassing the performance of various state-of-the-art metaheuristic algorithms integrated with diverse chaotic maps. Multiple plain image-dependent session keys, in conjunction with a Logistic Chaotic map, are utilized to generate several encrypted images, serving as an initial population for the Modified algorithm. The presented results validate the efficacy of the proposed algorithm, demonstrating a notable de-correlation of adjacent pixels in the encrypted image, with achieved values on the order of $$10^{-6}$$ 10 - 6 .

Suggested Citation

  • Akshat Aggarwal & Eshaan Awasthi & Deepika Kukreja & Jyoti Kedia & Indu Bala, 2025. "Modified moth flame optimization and logistic chaotic map integration for image encryption," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 16(2), pages 785-804, February.
  • Handle: RePEc:spr:ijsaem:v:16:y:2025:i:2:d:10.1007_s13198-024-02669-1
    DOI: 10.1007/s13198-024-02669-1
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13198-024-02669-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13198-024-02669-1?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:ijsaem:v:16:y:2025:i:2:d:10.1007_s13198-024-02669-1. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.