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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">kaz29</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник Казахстанско-Британского технического университета</journal-title><trans-title-group xml:lang="en"><trans-title>Herald of the Kazakh-British Technical University</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1998-6688</issn><issn pub-type="epub">2959-8109</issn><publisher><publisher-name>Казахстанско-Британский Технический Университет</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.55452/1998-6688-2025-22-4-131-142</article-id><article-id custom-type="elpub" pub-id-type="custom">kaz29-2289</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>КОМПЬЮТЕРНЫЕ НАУКИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>COMPUTER SCIENCE</subject></subj-group></article-categories><title-group><article-title>О МЕТОДЕ ГЕНЕРАЦИИ ЛИНЕЙНОГО СЛОЯ</article-title><trans-title-group xml:lang="en"><trans-title>ON THE DIFFUSION LAYER GENERATION METHOD</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-8208-4716</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Горлов</surname><given-names>Л. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Gorlov</surname><given-names>L. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>докторант</p><p>г. Алматы</p></bio><bio xml:lang="en"><p>PhD student</p><p>Almaty</p></bio><email xlink:type="simple">lev.gorlov@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3827-179X</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сейлова</surname><given-names>Н. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Seilova</surname><given-names>N. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>к.т.н., доцент</p><p>г. Алматы</p></bio><bio xml:lang="en"><p>Cand. Tech. Sc., Associate Professor</p><p>Almaty</p></bio><email xlink:type="simple">nseilova@iitu.edu.kz</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9036-6556</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Охрименко</surname><given-names>Т. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Okhrimenko</surname><given-names>T. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>к.т. н., доцент</p><p>г. Киев</p></bio><bio xml:lang="en"><p>Cand. Tech. Sc., Associate Professor</p><p>Kiev</p></bio><email xlink:type="simple">t.okhrimenko@nau.edu.ua</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Казахский национальный университет им. аль-Фараби<country>Казахстан</country></aff><aff xml:lang="en">Al-Farabi Kazakh National University<country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Международный университет информационных технологий<country>Казахстан</country></aff><aff xml:lang="en">International University of Information Technologies<country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru">Национальный авиационный университет<country>Украина</country></aff><aff xml:lang="en">National Aviation University<country>Ukraine</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>23</day><month>12</month><year>2025</year></pub-date><volume>22</volume><issue>4</issue><fpage>131</fpage><lpage>142</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Горлов Л.В., Сейлова Н.А., Охрименко Т.А., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Горлов Л.В., Сейлова Н.А., Охрименко Т.А.</copyright-holder><copyright-holder xml:lang="en">Gorlov L.V., Seilova N.A., Okhrimenko T.A.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://vestnik.kbtu.edu.kz/jour/article/view/2289">https://vestnik.kbtu.edu.kz/jour/article/view/2289</self-uri><abstract><p>В данной статье представлен автоматизированный метод генерации параметров линейных функций, используемых в диффузионном слое блочных симметричных алгоритмов шифрования. Основное внимание уделяется проектированию линейных слоев, построенных исключительно на операциях циклического сдвига и побитовых операциях «исключающее ИЛИ», которые являются эффективными и аппаратно-ориентированными. Такие слои играют решающую роль в достижении сильной диффузии, фундаментального криптографического требования. Предлагаемый метод оценивает конфигурации-кандидаты путем исчерпывающего перечисления значений сдвига, вычисления количества ветвей и оценки их лавинных характеристик. Вводится набор количественных метрик диффузии для управления процессом выбора, включая одно- и многораундовые лавинные эффекты и показатели активации на уровне байтов. Сформулирована агрегированная функция качества для сравнительной оценки. Разработанный программный инструмент определил оптимальные параметры сдвига для 128-битных блоков, обрабатываемых как четыре 32-битных слова, что позволило достичь количества ветвлений 5 всего за 12 операций XOR. Предложенный подход способствует практическому синтезу легковесных и безопасных криптографических примитивов, подходящих как для классических, так и для ограниченных платформ.</p></abstract><trans-abstract xml:lang="en"><p>This paper presents an automated method for generating the parameters of linear functions used in the diffusion layer of block symmetric encryption algorithms. The focus is on designing linear layers constructed solely from cyclic shift operations and bitwise XORs, which are both efficient and hardware-friendly. Such layers play a critical role in achieving strong diffusion, a fundamental cryptographic requirement. The proposed method evaluates candidate configurations by exhaustively enumerating shift values, calculating their branch number, and assessing their avalanche characteristics. A set of quantitative diffusion metrics is introduced to guide the selection process, including single- and multi-round avalanche effects and activation rates at the byte level. An aggregated quality function is formulated to allow comparative assessment. The developed software tool identified optimal shift parameters for 128-bit blocks processed as four 32-bit words, achieving a branch number of 5 with only 12 XOR operations. The proposed approach contributes to the practical synthesis of lightweight and secure cryptographic primitives suitable for both classical and constrained platforms.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>алгоритм блочного симметричного шифрования</kwd><kwd>линейный слой</kwd><kwd>индекс ветвлений</kwd><kwd>лавинный эффект</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Block symmetric encryption algorithm</kwd><kwd>linear layer</kwd><kwd>branch number</kwd><kwd>avalanche effect</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Gorlov, L. Iavich, M. and Bocu, R. 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