Skip to main content

Research Repository

Advanced Search

A Lightweight Image Encryption Algorithm Based on Chaotic Map and Random Substitution

Alghamdi, Yousef; Munir, Arslan; Ahmad, Jawad

Authors

Yousef Alghamdi

Arslan Munir



Abstract

Chaotic-maps-based image encryption methods have been a topic of research interest for a decade. However, most of the proposed methods suffer from slow encryption time or compromise on the security of the encryption to achieve faster encryption. This paper proposes a lightweight, secure, and efficient image encryption algorithm based on logistic map, permutations, and AES S-box. In the proposed algorithm, SHA-2 based on the plaintext image, a pre-shared key, and an initialization vector (IV) are used to generate the initial parameters for the logistic map. The logistic map chaotically generates random numbers, which are then used for the permutations and substitutions. The security, quality, and efficiency of the proposed algorithm are tested and analyzed using a number of metrics, such as correlation coefficient, chi-square, entropy, mean square error, mean absolute error, peak signal-to-noise ratio, maximum deviation, irregular deviation, deviation from uniform histogram, number of pixel change rate, unified average changing intensity, resistance to noise and data loss attacks, homogeneity, contrast, energy, and key space and key sensitivity analysis. Experimental results reveal that the proposed algorithm is up to 15.33× faster compared to other contemporary encryption methods.

Journal Article Type Article
Acceptance Date Sep 19, 2022
Online Publication Date Sep 23, 2022
Publication Date 2022
Deposit Date Oct 5, 2022
Publicly Available Date Oct 5, 2022
Journal Entropy
Publisher MDPI
Peer Reviewed Peer Reviewed
Volume 24
Issue 10
Article Number 1344
DOI https://doi.org/10.3390/e24101344
Keywords image encryption, logistic map, chaotic system, S-box, permutation, substitution
Public URL http://researchrepository.napier.ac.uk/Output/2926490

Files




You might also like



Downloadable Citations