Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance Technique

Security standards have been raised through modern multimedia communications technology, which allows for enormous progress in security. Modern multimedia communication technologies are concerned with fault tolerance technique and information security. As a primary method, there is widespread use of...

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Main Authors: Heba G. Mohamed, Fadwa Alrowais, Dalia H. ElKamchouchi
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/10/23/2890
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author Heba G. Mohamed
Fadwa Alrowais
Dalia H. ElKamchouchi
author_facet Heba G. Mohamed
Fadwa Alrowais
Dalia H. ElKamchouchi
author_sort Heba G. Mohamed
collection DOAJ
description Security standards have been raised through modern multimedia communications technology, which allows for enormous progress in security. Modern multimedia communication technologies are concerned with fault tolerance technique and information security. As a primary method, there is widespread use of image encryption to protect image information security. Over the past few years, image encryption has paid more attention to combining DNA technologies in order to increase security. The objective here is to provide a new method for correcting color image encryption errors due to the uncertainty of DNA computing by using the fractional order hyperchaotic Lorenz system. To increase randomness, the proposed cryptosystem is applied to the three plain image channels: Red, Green, and Blue. Several methods were compared including the following: entropy, correlation, key sensitivity, key space, data loss attacks, speed computation, Number of Pixel changing rate (NPCR), and Unified Average Change Intensity randomness (UACI) tests. Consequently, the proposed scheme is very secure against a variety of cryptographic attacks.
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spelling doaj.art-6484a4c971434deabe6591ddde798e0d2023-11-23T02:15:35ZengMDPI AGElectronics2079-92922021-11-011023289010.3390/electronics10232890Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance TechniqueHeba G. Mohamed0Fadwa Alrowais1Dalia H. ElKamchouchi2Electrical Department, College of Engineering, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi ArabiaComputer Sciences Department, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh 84428, Saudi ArabiaElectrical Department, College of Engineering, Alexandria Higher Institute of Engineering and Technology, Alexandria 21421, EgyptSecurity standards have been raised through modern multimedia communications technology, which allows for enormous progress in security. Modern multimedia communication technologies are concerned with fault tolerance technique and information security. As a primary method, there is widespread use of image encryption to protect image information security. Over the past few years, image encryption has paid more attention to combining DNA technologies in order to increase security. The objective here is to provide a new method for correcting color image encryption errors due to the uncertainty of DNA computing by using the fractional order hyperchaotic Lorenz system. To increase randomness, the proposed cryptosystem is applied to the three plain image channels: Red, Green, and Blue. Several methods were compared including the following: entropy, correlation, key sensitivity, key space, data loss attacks, speed computation, Number of Pixel changing rate (NPCR), and Unified Average Change Intensity randomness (UACI) tests. Consequently, the proposed scheme is very secure against a variety of cryptographic attacks.https://www.mdpi.com/2079-9292/10/23/2890image encryptioninformation securityfault tolerancefractional order chaotic mapmultimediacryptography
spellingShingle Heba G. Mohamed
Fadwa Alrowais
Dalia H. ElKamchouchi
Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance Technique
Electronics
image encryption
information security
fault tolerance
fractional order chaotic map
multimedia
cryptography
title Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance Technique
title_full Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance Technique
title_fullStr Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance Technique
title_full_unstemmed Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance Technique
title_short Correcting Errors in Color Image Encryption Algorithm Based on Fault Tolerance Technique
title_sort correcting errors in color image encryption algorithm based on fault tolerance technique
topic image encryption
information security
fault tolerance
fractional order chaotic map
multimedia
cryptography
url https://www.mdpi.com/2079-9292/10/23/2890
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AT fadwaalrowais correctingerrorsincolorimageencryptionalgorithmbasedonfaulttolerancetechnique
AT daliahelkamchouchi correctingerrorsincolorimageencryptionalgorithmbasedonfaulttolerancetechnique