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A New Algorithm for Medical Color Images Encryption Using Chaotic Systems
- Source :
- Entropy, Vol 21, Iss 6, p 577 (2019), Entropy, Volume 21, Issue 6
- Publication Year :
- 2019
- Publisher :
- MDPI AG, 2019.
-
Abstract
- In this paper, we present a new algorithm based on chaotic systems to protect medical images against attacks. The proposed algorithm has two main parts: A high-speed permutation process and adaptive diffusion. After the implementation of the algorithm in the MATLAB software, it is observed that the algorithm is effective and appropriate. Also, to quantitatively evaluate the uniformity of the histogram, the chi-square test is done. Key sensitivity analysis demonstrates that images cannot be decrypted whenever a small change happens in the key, which indicates that the algorithm is suitable. Clearly, part of special images is selected to test the selected plain-text, like an all-white image and an all-black image. Entropy results obtained from the implementation of the algorithm on this type of images show that the proposed method is suitable for this particular type of images. In addition, the obtained results from noise and occlusion attacks analysis show that the proposed algorithm can withstand against these types of attacks. Moreover, it can be seen that the images after encryption and decryption are of good quality<br />the measures such as the correlation coefficients, the entropy, the number of pixel change rate (NPCR), and the uniform average change intensity (UACI) have suitable values<br />and the method is better than previous methods.
- Subjects :
- medical color images
Computer science
chaotic system
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
General Physics and Astronomy
lcsh:Astrophysics
02 engineering and technology
Encryption
01 natural sciences
Article
Software
Chaotic systems
Histogram
0103 physical sciences
Computer Science::Multimedia
lcsh:QB460-466
0202 electrical engineering, electronic engineering, information engineering
Entropy (information theory)
MATLAB
lcsh:Science
010301 acoustics
computer.programming_language
Computer Science::Cryptography and Security
RGB
Pixel
business.industry
020206 networking & telecommunications
image encryption
lcsh:QC1-999
Computer Science::Computer Vision and Pattern Recognition
RGB color model
lcsh:Q
business
computer
Algorithm
lcsh:Physics
Subjects
Details
- Language :
- English
- ISSN :
- 10994300
- Volume :
- 21
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- Entropy
- Accession number :
- edsair.doi.dedup.....2f503159cd613cf1a474da3f90754a0f