{"id":11398,"date":"2022-03-19T03:22:29","date_gmt":"2022-03-19T01:22:29","guid":{"rendered":"http:\/\/journals.khnu.km.ua\/vestnik\/?p=11398"},"modified":"2022-04-14T11:11:08","modified_gmt":"2022-04-14T08:11:08","slug":"zastosuvannya-hesh-metodiv-u-kryptografichnomu-analizi-potokiv-informacziyi","status":"publish","type":"post","link":"https:\/\/journals.khnu.km.ua\/vestnik\/?p=11398","title":{"rendered":"\u0417\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f \u0445\u0435\u0448-\u043c\u0435\u0442\u043e\u0434\u0456\u0432 \u0443 \u043a\u0440\u0438\u043f\u0442\u043e\u0433\u0440\u0430\u0444\u0456\u0447\u043d\u043e\u043c\u0443 \u0430\u043d\u0430\u043b\u0456\u0437\u0456 \u043f\u043e\u0442\u043e\u043a\u0456\u0432 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457"},"content":{"rendered":"<p><!--more--><\/p>\n<p style=\"text-align: center;\">\u0417\u0410\u0421\u0422\u041e\u0421\u0423\u0412\u0410\u041d\u041d\u042f \u0425\u0415\u0428-\u041c\u0415\u0422\u041e\u0414\u0406\u0412 \u0423 \u041a\u0420\u0418\u041f\u0422\u041e\u0413\u0420\u0410\u0424\u0406\u0427\u041d\u041e\u041c\u0423 \u0410\u041d\u0410\u041b\u0406\u0417\u0406 \u041f\u041e\u0422\u041e\u041a\u0406\u0412 \u0406\u041d\u0424\u041e\u0420\u041c\u0410\u0426\u0406\u0407<\/p>\n<p style=\"text-align: center;\">USAGE OF HASH METHODS IN THE CRYPTOGRAPHIC DATA ANALYSIS<\/p>\n<p><strong>\u0421\u0442\u043e\u0440\u0456\u043d\u043a\u0438: 49-54. \u041d\u043e\u043c\u0435\u0440: \u21166, 2021 (303)\u00a0 <a href=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2022\/03\/vknu-ts-2021-n6-303-49-54.pdf\"> <img loading=\"lazy\" class=\"size-full wp-image-69 alignnone\" src=\"http:\/\/journals.khnu.km.ua\/vestnik\/wp-content\/uploads\/2021\/01\/pdf.png\" alt=\"\" width=\"76\" height=\"32\" \/><\/a><\/strong><\/p>\n<p><strong>\u0410\u0432\u0442\u043e\u0440\u0438<\/strong>:<br \/>\n\u042f\u0420\u041c\u0406\u041b\u041a\u041e \u0410. \u0412.<br \/>\nORCID ID: 0000-0003-2062-2694<br \/>\ne-mail: a-ja@ukr.net<br \/>\n\u0420\u041e\u0417\u041b\u041e\u041c\u0406\u0419 \u0406. \u041e.<br \/>\nORCID ID: 0000-0001-5065-9004<br \/>\ne-mail: inna-roz@ukr.net<br \/>\n\u041c\u0418\u0421\u042e\u0420\u0410 \u042e. \u041e.<br \/>\n\u0427\u0435\u0440\u043a\u0430\u0441\u044c\u043a\u0438\u0439 \u043d\u0430\u0446\u0456\u043e\u043d\u0430\u043b\u044c\u043d\u0438\u0439 \u0443\u043d\u0456\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442 \u0456\u043c. \u0411. \u0425\u043c\u0435\u043b\u044c\u043d\u0438\u0446\u044c\u043a\u043e\u0433\u043e<br \/>\nORCID ID: 0000-0002-3844-2563<br \/>\ne-mail: julmisura@ukr.net<\/p>\n<p>\u0410ndii\u00a0YARMILKO, Inna\u00a0ROZLOMII, Yuliya\u00a0MYSIURA<br \/>\nCzerkaski Uniwersytet Narodowy im. Bohdana Chmielnickiego<\/p>\n<p><strong>DOI:<\/strong> <a href=\"https:\/\/www.doi.org\/10.31891\/2307-5732-2021-303-6-49-54\">https:\/\/www.doi.org\/10.31891\/2307-5732-2021-303-6-49-54<\/a><\/p>\n<p><strong>\u0420\u0435\u0446\u0435\u043d\u0437\u0456\u044f\/Peer review : <\/strong>13.10.2021 \u0440.<\/p>\n<p><strong>\u041d\u0430\u0434\u0440\u0443\u043a\u043e\u0432\u0430\u043d\u0430<\/strong><strong>\/<\/strong><strong>Printed<\/strong><strong> :<\/strong> 30.12.2021 \u0440.<\/p>\n<p style=\"text-align: center;\"><strong>\u0410\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u043c\u043e\u0432\u043e\u044e \u043e\u0440\u0438\u0433\u0456\u043d\u0430\u043b\u0443<\/strong><\/p>\n<p>\u0421\u0435\u0440\u0435\u0434 \u043e\u0441\u043d\u043e\u0432\u043d\u0438\u0445 \u0437\u0430\u0432\u0434\u0430\u043d\u044c \u0441\u0438\u0441\u0442\u0435\u043c\u0438 \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u043e\u0457 \u0431\u0435\u0437\u043f\u0435\u043a\u0438 \u2013 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\u043f\u0435\u0440\u0435\u0434 \u0430\u0434\u0440\u0435\u0441\u043d\u0438\u043c \u0437\u0430\u0441\u0442\u043e\u0441\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u0434\u043e \u0432\u0438\u0434\u0456\u043b\u0435\u043d\u0438\u0445 \u0444\u0440\u0430\u0433\u043c\u0435\u043d\u0442\u0456\u0432 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u0456\u0437\u043e\u0432\u0430\u043d\u0438\u0445 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u0456\u0432.<\/p>\n<p><strong>\u041a\u043b\u044e\u0447\u043e\u0432\u0456 \u0441\u043b\u043e\u0432\u0430:<\/strong> \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0439\u043d\u0430 \u0431\u0435\u0437\u043f\u0435\u043a\u0430, \u0456\u0434\u0435\u043d\u0442\u0438\u0444\u0456\u043a\u0430\u0446\u0456\u044f \u0434\u0436\u0435\u0440\u0435\u043b\u0430 \u043d\u0430\u0434\u0445\u043e\u0434\u0436\u0435\u043d\u043d\u044f \u0456\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0456\u0457, \u0445\u0435\u0448-\u043c\u0435\u0442\u043e\u0434, \u043f\u0435\u0440\u0435\u0445\u0440\u0435\u0441\u043d\u0435 \u0445\u0435\u0448\u0443\u0432\u0430\u043d\u043d\u044f.<\/p>\n<p style=\"text-align: center;\"><strong>\u0420\u043e\u0437\u0448\u0438\u0440\u0435\u043d\u0430 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u044f \u0430\u043d\u0433\u043b\u0456\u0439\u0441\u044c\u043a\u043e\u044e \u043c\u043e\u0432\u043e\u044e<\/strong><\/p>\n<p>The tasks of information security system include identifying potential or actual sources of threat to system\u2019s work and minimizing consequences of unauthorized influence on it. While solving them, arises the need of restoration of the initial state of the information system, especially the data integrity. While performing information message analysis the other task may be finding differences between two data fragments or their instances. This paper offers methods of the complex solution of the information security tasks and the analysis of data streams using the means of cryptography and presents the experience of developing the reliable implementation of these methods. The developed methods allow detecting falsifications in data part of the sent message and restoring the initial message. During the cryptographic analysis, the area of change in a data block is localized using cross hashing which is performed by computing the hash of information message block by block. The result is the program implementation of the offered method of information stream analysis that is based on comparing three frames of input data. The effectiveness of detecting falsifications in a data stream depending on algorithm\u2019s sensitivity was researched with the developed instrument. The dependence of the share of falsifications detected by the system in the information block on the established maximum allowable relative deviation from the median and the properties of the input stream, in particular, the division of the input data into frames, was experimentally revealed. It is expected that the advantages of the method will be higher in the preliminary stage of data flow analysis related to its segmentation before addressing the selected fragments to more accurate and specialized algorithms.<\/p>\n<p><strong>Keywords:<\/strong> information security, identification of the incoming data source, hash method, cross hashing.<\/p>\n<p style=\"text-align: center;\"><strong>References<\/strong><\/p>\n<ol>\n<li>Ryzhenkova A. (2014) Upravleniye intsidentami informatsionnoy bezopasnosti: o chem govoryat standarty. Information security incident management: what the standards say. Connect. Mir informatsionnykh tekhnologiy, 2014. 7\u20138. 62\u201365.<\/li>\n<li>Sokolov A.V. (2010) Metodika otsenki effektivnosti poiska po nechetkim kharakteristikam v avtomatizirovannykh informatsionnykh sistemakh. Automation and modern technologies. Moscow: Deer. 3. 25-27.<\/li>\n<li>Ignacio Vel\u00e1squez, Ang\u00e9lica Caro, Alfonso Rodr\u00edguez (2018) Authentication schemes and methods: A systematic literature review Information and Software Technology vol.94. 30\u201337.<\/li>\n<li>R. Song (2010) Advanced smart card based password authentication protocol. Computer Standards and Interfaces. 5\u20136(32). 321\u2013325.<\/li>\n<li>Solodovnikov V.I. Evdokimov I.A. (2016) Analysis of the cryptographic strength of the neural network symmetric encryption algorithm. Novyye informatsionnyye tekhnologii v avtomatizirovannykh sistemakh. Moscow. 263\u2013269.<\/li>\n<li>Grimaila M.R. (2011) Design and Analysis of a Dynamically Configured Log-based Distributed Security Event Detection Methodology. Journal of Defense Modeling and Simulation: Applications, Methodology, Technology. 9 (3).<\/li>\n<li>Rozlomii I.O., Koseniuk H.V. (2018) Detection of violations of the integrity of the electronic document by cross-hashing. \/\/ Visnyk KhNU. Radiotekhnika, elektronika ta telekomunikatsii. 5 (265). P. 32\u201335.<\/li>\n<li>Rozlomii I.O. (2016) Methods for calculating the hash function of an electronic document based on matrix cryptographic transformations. Visnyk ChDTU. Tekhnichni nauky. 4. 88\u201394.<\/li>\n<li>Yarmilko A.V., Rozlomii I.O., Koseniuk H.V. (2020) Methods of increasing the security of information flows with the use of hashing. Matematychne ta imitatsiine modeliuvannia system. MODS 2020. Chernihiv: ChNTU. 205\u2013208.<\/li>\n<li>Python: raspoznavaniye obyektov v realnom vremeni \/ Python: real time object detection: URL: https:\/\/proglib.io\/p\/real-time-object-detection (retrieved: 10.12.2021).<\/li>\n<li>Chteniye i zapis fayla \/ FileStream. Reading and writing to file: URL: https:\/\/metanit.com\/sharp\/tutorial\/5.4.php (retrieved: 10.12.2021).<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[60],"tags":[],"_links":{"self":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/11398"}],"collection":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=11398"}],"version-history":[{"count":3,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/11398\/revisions"}],"predecessor-version":[{"id":11932,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=\/wp\/v2\/posts\/11398\/revisions\/11932"}],"wp:attachment":[{"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=11398"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=11398"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/journals.khnu.km.ua\/vestnik\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=11398"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}