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
Main Authors: Luo, Yuqin, Yu, Jin, Lai, Wenrui, Liu, Lingfeng
Format: Journal Article
Language:English
Published: New York Springer US 01.08.2019
Springer Nature B.V
Subjects:
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
Chaos
Two-dimensional Baker map
Logistic Map
Image Encryption
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.
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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Issue 15
Keywords Chaos
Two-dimensional Baker map
Logistic Map
Image Encryption
Language English
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Snippet 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...
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StartPage 22023
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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