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Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms

Cryptography; Heuristic algorithms; Heuristic methods; MATLAB; Breakings; Crossover rates; Cryptanalyze; Heuristics algorithm; Key search; Memetic algorithms; Multi-points; Playfair; Playfair ciphers; Single point; Genetic algorithms

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Bibliographic Details
Main Authors: Naji M.A., Atee H.A., Jebur R.S., Hammood D.A., Der C.S., Abosinnee A.S., Yasari A.K.I., Ahmad R.B.
Other Authors: 57211760539
Format: Conference Paper
Published: Institute of Electrical and Electronics Engineers Inc. 2023
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spelling my.uniten.dspace-263702023-05-29T17:09:37Z Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms Naji M.A. Atee H.A. Jebur R.S. Hammood D.A. Der C.S. Abosinnee A.S. Yasari A.K.I. Ahmad R.B. 57211760539 57192310959 57214077047 56121544200 7410253413 57215189029 57193623634 57194844651 Cryptography; Heuristic algorithms; Heuristic methods; MATLAB; Breakings; Crossover rates; Cryptanalyze; Heuristics algorithm; Key search; Memetic algorithms; Multi-points; Playfair; Playfair ciphers; Single point; Genetic algorithms The process of data protection in our time is one of the most important challenges to maintain data integrity. The massive problem of breaking ciphertext is to find the key. In this work, cryptanalyze Playfair cipher is presented using a heuristic, and optimization methods search such as Memetic algorithm (MA) and Genetic algorithms (GA) to optimize fitness function. Di-gram letters are used as an essential factor in cryptanalyzing cipher. Mathematical methods are used to identify plain text. Furthermore, Single and multi-points crossover are used as parameters in the heuristic algorithm, and two points mutation as well. The results revealed that the multi-points are better than single point, which take a chance for exchanging the key to close the key encryption. In addition to, MA is better than GA, which the number of maximum correct letters in MA was 24 out of 25 letters after 100 generations, while in GA was 20 out of 24 letters after 200 generations. MATLAB application is used for programming and tested successfully. � 2021 IEEE. Final 2023-05-29T09:09:37Z 2023-05-29T09:09:37Z 2021 Conference Paper 10.1109/IICETA51758.2021.9717757 2-s2.0-85126852404 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85126852404&doi=10.1109%2fIICETA51758.2021.9717757&partnerID=40&md5=047a211341b1bfcb0ef127f26a6a4aa4 https://irepository.uniten.edu.my/handle/123456789/26370 47 53 Institute of Electrical and Electronics Engineers Inc. Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
description Cryptography; Heuristic algorithms; Heuristic methods; MATLAB; Breakings; Crossover rates; Cryptanalyze; Heuristics algorithm; Key search; Memetic algorithms; Multi-points; Playfair; Playfair ciphers; Single point; Genetic algorithms
author2 57211760539
author_facet 57211760539
Naji M.A.
Atee H.A.
Jebur R.S.
Hammood D.A.
Der C.S.
Abosinnee A.S.
Yasari A.K.I.
Ahmad R.B.
format Conference Paper
author Naji M.A.
Atee H.A.
Jebur R.S.
Hammood D.A.
Der C.S.
Abosinnee A.S.
Yasari A.K.I.
Ahmad R.B.
spellingShingle Naji M.A.
Atee H.A.
Jebur R.S.
Hammood D.A.
Der C.S.
Abosinnee A.S.
Yasari A.K.I.
Ahmad R.B.
Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms
author_sort Naji M.A.
title Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms
title_short Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms
title_full Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms
title_fullStr Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms
title_full_unstemmed Breaking A Playfair Cipher Using Single and Multipoints Crossover Based on Heuristic Algorithms
title_sort breaking a playfair cipher using single and multipoints crossover based on heuristic algorithms
publisher Institute of Electrical and Electronics Engineers Inc.
publishDate 2023
_version_ 1806424371707772928
score 13.214268

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