Cryptanalysis of a Chaotic Image Encryption Algorithm Based on Information Entropy

Recently, a chaotic image encryption algorithm based on information entropy (IEAIE) was proposed. This paper scrutinizes the security properties of the algorithm and evaluates the validity of the used quantifiable security metrics. When the round number is only one, the equivalent secret key of ever...

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Vydáno v:IEEE access Ročník 6; s. 75834 - 75842
Hlavní autoři: Li, Chengqing, Lin, Dongdong, Feng, Bingbing, Lu, Jinhu, Hao, Feng
Médium: Journal Article
Jazyk:angličtina
Vydáno: Piscataway IEEE 2018
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:2169-3536, 2169-3536
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Abstract Recently, a chaotic image encryption algorithm based on information entropy (IEAIE) was proposed. This paper scrutinizes the security properties of the algorithm and evaluates the validity of the used quantifiable security metrics. When the round number is only one, the equivalent secret key of every basic operation of IEAIE can be recovered with a differential attack separately. Some common insecurity problems in the field of chaotic image encryption are found in IEAIE, e.g., the short orbits of the digital chaotic system and the invalid sensitivity mechanism built on information entropy of the plain image. Even worse, each security metric is questionable, which undermines the security credibility of IEAIE. Hence, IEAIE can only serve as a counterexample for illustrating common pitfalls in designing secure communication method for image data.
AbstractList Recently, a chaotic image encryption algorithm based on information entropy (IEAIE) was proposed. This paper scrutinizes the security properties of the algorithm and evaluates the validity of the used quantifiable security metrics. When the round number is only one, the equivalent secret key of every basic operation of IEAIE can be recovered with a differential attack separately. Some common insecurity problems in the field of chaotic image encryption are found in IEAIE, e.g., the short orbits of the digital chaotic system and the invalid sensitivity mechanism built on information entropy of the plain image. Even worse, each security metric is questionable, which undermines the security credibility of IEAIE. Hence, IEAIE can only serve as a counterexample for illustrating common pitfalls in designing secure communication method for image data.
Author Feng, Bingbing
Li, Chengqing
Lu, Jinhu
Hao, Feng
Lin, Dongdong
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  fullname: Lin, Dongdong
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  fullname: Feng, Bingbing
  organization: College of Information Engineering, Xiangtan University, Xiangtan, China
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  fullname: Lu, Jinhu
  organization: School of Automation Science and Electrical Engineering, Beihang University, Beijing, China
– sequence: 5
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  surname: Hao
  fullname: Hao, Feng
  organization: Department of Computer Science, University of Warwick, Coventry, U.K
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Snippet Recently, a chaotic image encryption algorithm based on information entropy (IEAIE) was proposed. This paper scrutinizes the security properties of the...
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SubjectTerms Algorithms
Chaos theory
Chaotic communication
Chaotic cryptanalysis
Cryptography
Encryption
Entropy
Entropy (Information theory)
image encryption
Information entropy
multimedia cryptography
privacy protection
secure communication
Security
Sensitivity
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Title Cryptanalysis of a Chaotic Image Encryption Algorithm Based on Information Entropy
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Volume 6
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