Universal triple encoding for compression and protecting binary data

The paper is devoted to the actual problem of compression of processed and transmitted data, as well as of the data storage and protection. The analysis and features of data compression methods are presented. The method of universal coding by triples of binary sets (CT) is considered. The method is...

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Main Authors: Victor A. Shurygin, Igor M. Yadykin
Format: Article
Language:English
Published: Joint Stock Company "Experimental Scientific and Production Association SPELS 2021-01-01
Series:Безопасность информационных технологий
Subjects:
Online Access:https://bit.mephi.ru/index.php/bit/article/view/1315
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author Victor A. Shurygin
Igor M. Yadykin
author_facet Victor A. Shurygin
Igor M. Yadykin
author_sort Victor A. Shurygin
collection DOAJ
description The paper is devoted to the actual problem of compression of processed and transmitted data, as well as of the data storage and protection. The analysis and features of data compression methods are presented. The method of universal coding by triples of binary sets (CT) is considered. The method is intended for lossless compression of binary data under conditions of unknown message source statistics. The method is based on dividing the original sequence of binary data into blocks of length n. Based on the analysis of the contents of the n–block, three parameters are assigned to each block: the number of units in the block, the sum of the unit position numbers, and the number of this particular combination in the corresponding prefix class. Approaches to reducing the complexity of procedures for calculating the parameters of CT are considered. A tabular algorithm for calculating coefficients and an algorithm for filling table rows using a recursive relation for elements of sets and an estimate of the amount of memory for storing tables as well as the ways to reduce the memory capacity are presented. The dependence of the bit width of the QT codewords on the bit width of n-blocks is considered. The approaches and features of the use of coding by triplets for information protection are analyzed.
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spelling doaj.art-84f0eca9fd274fba8301346dbea10c102023-09-02T08:09:57ZengJoint Stock Company "Experimental Scientific and Production Association SPELSБезопасность информационных технологий2074-71282074-71362021-01-0128161810.26583/bit.2021.1.011212Universal triple encoding for compression and protecting binary dataVictor A. Shurygin0Igor M. Yadykin1National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)The paper is devoted to the actual problem of compression of processed and transmitted data, as well as of the data storage and protection. The analysis and features of data compression methods are presented. The method of universal coding by triples of binary sets (CT) is considered. The method is intended for lossless compression of binary data under conditions of unknown message source statistics. The method is based on dividing the original sequence of binary data into blocks of length n. Based on the analysis of the contents of the n–block, three parameters are assigned to each block: the number of units in the block, the sum of the unit position numbers, and the number of this particular combination in the corresponding prefix class. Approaches to reducing the complexity of procedures for calculating the parameters of CT are considered. A tabular algorithm for calculating coefficients and an algorithm for filling table rows using a recursive relation for elements of sets and an estimate of the amount of memory for storing tables as well as the ways to reduce the memory capacity are presented. The dependence of the bit width of the QT codewords on the bit width of n-blocks is considered. The approaches and features of the use of coding by triplets for information protection are analyzed.https://bit.mephi.ru/index.php/bit/article/view/1315data compression, encoding, data storage, data protection, recurrence relation, lossless compression.
spellingShingle Victor A. Shurygin
Igor M. Yadykin
Universal triple encoding for compression and protecting binary data
Безопасность информационных технологий
data compression, encoding, data storage, data protection, recurrence relation, lossless compression.
title Universal triple encoding for compression and protecting binary data
title_full Universal triple encoding for compression and protecting binary data
title_fullStr Universal triple encoding for compression and protecting binary data
title_full_unstemmed Universal triple encoding for compression and protecting binary data
title_short Universal triple encoding for compression and protecting binary data
title_sort universal triple encoding for compression and protecting binary data
topic data compression, encoding, data storage, data protection, recurrence relation, lossless compression.
url https://bit.mephi.ru/index.php/bit/article/view/1315
work_keys_str_mv AT victorashurygin universaltripleencodingforcompressionandprotectingbinarydata
AT igormyadykin universaltripleencodingforcompressionandprotectingbinarydata