Color images resistant encryption based on hyperchaotic functions and DNA sequences

One of the effective ways of preventing unauthorized access to sensitive information such as medical and military images, is encryption. DNA encryption is one of the newly-emerged fast paced technologies which works based on DNA calculation concept and could be used to store and transfer data. It...

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Main Authors: Mohammadreza ZARIF, Hamid reza GHAFFARY, Masoud DAVOUDI
Format: Article
Language:English
Published: ICI Publishing House 2020-09-01
Series:Revista Română de Informatică și Automatică
Subjects:
Online Access:https://rria.ici.ro/wp-content/uploads/2020/09/art._Zarif_Ghaffary_Davoudi.pdf
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spelling doaj-b516103285214ea08d4d68795c1cba312020-11-25T03:57:21ZengICI Publishing HouseRevista Română de Informatică și Automatică1220-17581841-43032020-09-0130310.33436/v30i3y202006Color images resistant encryption based on hyperchaotic functions and DNA sequencesMohammadreza ZARIF0Hamid reza GHAFFARY1Masoud DAVOUDI2MSc in Computer Systems Architecture, Department of Computer Engineering, Islamic Azad University, Ferdows Branch, IranDepartment of Computer Engineering, Islamic Azad University, Ferdows Branch, IranMSc in Artificial Intelligence, Department of Computer Engineering, Islamic Azad University, Ferdows Branch, IranOne of the effective ways of preventing unauthorized access to sensitive information such as medical and military images, is encryption. DNA encryption is one of the newly-emerged fast paced technologies which works based on DNA calculation concept and could be used to store and transfer data. It can be demonstrated that its advantages are fast speed, its minimum storage, and power usage in the context of DNA calculations. This article presents a new color image encryption concept. First, the color image is divided into three color factors of red, green and blue, then we disassemble pixel places of the color factors using Lorenz hyperchaotic Model, to run the pixel connections together. Therefore, each of the color factors of red, green, blue, transforms into DNA sequences using DNA encryption rules. Thus, the Chen hyperchaotic systems are repeated, three chaotic sequences emerge which transform into DNA sequences. Chaotic sequences were used for DNA sequence encryption. Security analyzes and experimental results show that the proposed method with a large key space, is resistant to various attacks. The correlation between the pixels next to each other is greatly decreased in the encrypted image and the amount of entropy is 7.9991.https://rria.ici.ro/wp-content/uploads/2020/09/art._Zarif_Ghaffary_Davoudi.pdfimage encryptiondna sequenceslorenz hyperchaotic model
collection DOAJ
language English
format Article
sources DOAJ
author Mohammadreza ZARIF
Hamid reza GHAFFARY
Masoud DAVOUDI
spellingShingle Mohammadreza ZARIF
Hamid reza GHAFFARY
Masoud DAVOUDI
Color images resistant encryption based on hyperchaotic functions and DNA sequences
Revista Română de Informatică și Automatică
image encryption
dna sequences
lorenz hyperchaotic model
author_facet Mohammadreza ZARIF
Hamid reza GHAFFARY
Masoud DAVOUDI
author_sort Mohammadreza ZARIF
title Color images resistant encryption based on hyperchaotic functions and DNA sequences
title_short Color images resistant encryption based on hyperchaotic functions and DNA sequences
title_full Color images resistant encryption based on hyperchaotic functions and DNA sequences
title_fullStr Color images resistant encryption based on hyperchaotic functions and DNA sequences
title_full_unstemmed Color images resistant encryption based on hyperchaotic functions and DNA sequences
title_sort color images resistant encryption based on hyperchaotic functions and dna sequences
publisher ICI Publishing House
series Revista Română de Informatică și Automatică
issn 1220-1758
1841-4303
publishDate 2020-09-01
description One of the effective ways of preventing unauthorized access to sensitive information such as medical and military images, is encryption. DNA encryption is one of the newly-emerged fast paced technologies which works based on DNA calculation concept and could be used to store and transfer data. It can be demonstrated that its advantages are fast speed, its minimum storage, and power usage in the context of DNA calculations. This article presents a new color image encryption concept. First, the color image is divided into three color factors of red, green and blue, then we disassemble pixel places of the color factors using Lorenz hyperchaotic Model, to run the pixel connections together. Therefore, each of the color factors of red, green, blue, transforms into DNA sequences using DNA encryption rules. Thus, the Chen hyperchaotic systems are repeated, three chaotic sequences emerge which transform into DNA sequences. Chaotic sequences were used for DNA sequence encryption. Security analyzes and experimental results show that the proposed method with a large key space, is resistant to various attacks. The correlation between the pixels next to each other is greatly decreased in the encrypted image and the amount of entropy is 7.9991.
topic image encryption
dna sequences
lorenz hyperchaotic model
url https://rria.ici.ro/wp-content/uploads/2020/09/art._Zarif_Ghaffary_Davoudi.pdf
work_keys_str_mv AT mohammadrezazarif colorimagesresistantencryptionbasedonhyperchaoticfunctionsanddnasequences
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AT masouddavoudi colorimagesresistantencryptionbasedonhyperchaoticfunctionsanddnasequences
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