A novel chaotic image encryption algorithm based on improved baker map and logistic map
A novel image encryption algorithm based on double chaotic systems is proposed in this paper. On account of the limited chaotic range and vulnerability of a single chaotic map, we use the two-dimensional Baker chaotic map to control the system parameters and the state variable of the logistic chaoti...
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| Published in: | Multimedia tools and applications Vol. 78; no. 15; pp. 22023 - 22043 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
New York
Springer US
01.08.2019
Springer Nature B.V |
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| ISSN: | 1380-7501, 1573-7721 |
| Online Access: | Get full text |
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| Abstract | A novel image encryption algorithm based on double chaotic systems is proposed in this paper. On account of the limited chaotic range and vulnerability of a single chaotic map, we use the two-dimensional Baker chaotic map to control the system parameters and the state variable of the logistic chaotic map. After control, the parameter of the logistic map is varying, and the generated logistic sequence is non-stationary. The improved map has been proven to be random and unpredictable by complexity analysis. Furthermore, a novel image encryption algorithm, including shuffling and substituting processes, is proposed based on the improved chaotic maps. Many statistical tests and security analysis indicate that this algorithm has an excellent security performance, and it can be competitive with some other recently proposed image encryption algorithms. |
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| AbstractList | A novel image encryption algorithm based on double chaotic systems is proposed in this paper. On account of the limited chaotic range and vulnerability of a single chaotic map, we use the two-dimensional Baker chaotic map to control the system parameters and the state variable of the logistic chaotic map. After control, the parameter of the logistic map is varying, and the generated logistic sequence is non-stationary. The improved map has been proven to be random and unpredictable by complexity analysis. Furthermore, a novel image encryption algorithm, including shuffling and substituting processes, is proposed based on the improved chaotic maps. Many statistical tests and security analysis indicate that this algorithm has an excellent security performance, and it can be competitive with some other recently proposed image encryption algorithms. |
| Author | Lai, Wenrui Luo, Yuqin Yu, Jin Liu, Lingfeng |
| Author_xml | – sequence: 1 givenname: Yuqin surname: Luo fullname: Luo, Yuqin organization: School of Software, Nanchang University – sequence: 2 givenname: Jin surname: Yu fullname: Yu, Jin organization: School of Software, Nanchang University – sequence: 3 givenname: Wenrui surname: Lai fullname: Lai, Wenrui organization: School of Software, Nanchang University – sequence: 4 givenname: Lingfeng surname: Liu fullname: Liu, Lingfeng email: vatanoilcy@163.com organization: School of Software, Nanchang University |
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| Copyright | Springer Science+Business Media, LLC, part of Springer Nature 2019 Multimedia Tools and Applications is a copyright of Springer, (2019). All Rights Reserved. |
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| Keywords | Chaos Two-dimensional Baker map Logistic Map Image Encryption |
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| SubjectTerms | Algorithms Chaos theory Computer Communication Networks Computer Science Data encryption Data Structures and Information Theory Encryption Multimedia Information Systems Parameters Security Special Purpose and Application-Based Systems State variable Statistical tests |
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| Title | A novel chaotic image encryption algorithm based on improved baker map and logistic map |
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