Image encryption algorithm based on 2D‐CLICM chaotic system
Authors:
Open Access
- 9 March 2023
- journal article
- research article
- Published by Institution of Engineering and Technology (IET) in IET Image Processing
- Vol. 17 (7) , 2127-2141
Abstract
Image encryption algorithm based on a two‐dimensional Chebyshev‐Logistic‐Infinite Collapse Map (2D‐CLICM) is proposed. A new two‐dimensional chaotic map is designed, and numerical studies show that 2D‐CLICM has a larger chaotic region, better randomness and more complex chaotic behavior. An image encryption algorithm (CLICM‐IE) is developed based on the 2D‐CLICM. The randomly generated key is used to generate more random chaotic sequences and the security is greatly improved. To obtain lower computation and time complexity, the whole process performs row encryption for each image pixel. The Arnold transformation preprocesses the image and then the encryption of image pixels is accomplished by controlling the random confusion and diffusion parts with the sequence generated by 2D‐CLICM. The results show that the CLICM‐IE algorithm is deeply random and unpredictable, and resists a variety of attacks. These results can provide good basis and practical application for the chaos generation and image encryption.Keywords
Funding Information
- National Natural Science Foundation of China (11864026)
This publication has 33 references indexed in Scilit:
- A novel bit-level image encryption algorithm based on 2D-LICM hyperchaotic mapSignal Processing, 2018
- Exploiting self-adaptive permutation–diffusion and DNA random encoding for secure and efficient image encryptionSignal Processing, 2018
- A hyper-chaos-based image encryption algorithm using pixel-level permutation and bit-level permutationOptics and Lasers in Engineering, 2017
- Image encryption using 2D Logistic-adjusted-Sine mapInformation Sciences, 2016
- 2D Sine Logistic modulation map for image encryptionInformation Sciences, 2015
- Local Shannon entropy measure with statistical tests for image randomnessInformation Sciences, 2013
- A chaos-based digital image encryption scheme with an improved diffusion strategyOptics Express, 2012
- Chi-square tests for comparing weighted histogramsNuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2010
- SOME BASIC CRYPTOGRAPHIC REQUIREMENTS FOR CHAOS-BASED CRYPTOSYSTEMSInternational Journal of Bifurcation and Chaos, 2006
- Chaotic characteristics of a one-dimensional iterative map with infinite collapsesIEEE Transactions on Circuits and Systems I: Regular Papers, 2001