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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">sustain</journal-id><journal-title-group><journal-title xml:lang="ru">Надежность</journal-title><trans-title-group xml:lang="en"><trans-title>Dependability</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1729-2646</issn><issn pub-type="epub">2500-3909</issn><publisher><publisher-name>RAMS Journal Limited liability company</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21683/1729-2646-2020-20-3-53-60</article-id><article-id custom-type="elpub" pub-id-type="custom">sustain-386</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>УПРАВЛЕНИЕ РИСКАМИ. ТЕОРИЯ И ПРАКТИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>RISK MANAGEMENT. THEORY AND PRACTICE</subject></subj-group></article-categories><title-group><article-title>Выявление рисков киберугроз на базе построения событийносущностных онтологий по текстам из открытых источников</article-title><trans-title-group xml:lang="en"><trans-title>Cyberthreat risk identification based on constructing entity-event ontologies from publicly available texts</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ридли</surname><given-names>М. К.</given-names></name><name name-style="western" xml:lang="en"><surname>Ridley</surname><given-names>M. К.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Ридли Михаил Кристофорович – аспирант </p><p>Москва</p></bio><bio xml:lang="en"><p>Michael K. Ridley, post-graduate student</p><p>Moscow</p></bio><email xlink:type="simple">mr@kalabi.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Московский Авиационный Институт (Национальный Исследовательский Университет)</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Moscow Aviation Institute (National Research University)</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2020</year></pub-date><pub-date pub-type="epub"><day>24</day><month>09</month><year>2020</year></pub-date><volume>20</volume><issue>3</issue><fpage>53</fpage><lpage>60</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Ридли М.К., 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder xml:lang="ru">Ридли М.К.</copyright-holder><copyright-holder xml:lang="en">Ridley M.К.</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://www.dependability.ru/jour/article/view/386">https://www.dependability.ru/jour/article/view/386</self-uri><abstract/><trans-abstract xml:lang="en"/><kwd-group xml:lang="ru"><kwd>компьютерная безопасность</kwd><kwd>безопасность объектов железнодорожной инфраструктуры</kwd><kwd>извлечение знаний</kwd><kwd>семантическая разметка</kwd><kwd>онтология</kwd><kwd>обработка естественно-языковых текстов</kwd></kwd-group><kwd-group xml:lang="en"><kwd>cybersecurity</kwd><kwd>railway infrastructure security</kwd><kwd>knowledge extraction</kwd><kwd>semantic web</kwd><kwd>ontology</kwd><kwd>natural language processing</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">Kühner H., Seider D. Security Engineering für den Schienenverkehr // Eisenbahn Ingenieur Kompendium. 2018. P. 245-264.</mixed-citation><mixed-citation xml:lang="en">Kühner H., Seider D. Security Engineering für den Schienenverkehr. Eisenbahn Ingenieur Kompendium 2018:245-264.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Макаров Б.А. Актуальность кибербезопасности на железнодорожном транспорте // Вестник Института проблем естественных монополий: Техника железных дорог. 2015. № 3 (31). С. 10-15.</mixed-citation><mixed-citation xml:lang="en">Makarov B.A. Topicality of cybersecurity on railway transport. Railway Equipment Journal 2015;3(31):10-15.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Киселева Е.М. Железная дорога как объект киберза щиты // Международный студенческий научный вестник [Электронный ресурс]. URL: http://www.eduherald.ru/ ru/article/view?id=19179 (дата обращения: 15.06.2020).</mixed-citation><mixed-citation xml:lang="en">Kiseliova E.M. [Railways as an object of cyber security]. www.eduherald.ru; 2018 [accessed 15.06.2020]. Available at: http://www.eduherald.ru/ru/article/view?id=19179. (in Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">McNeil N., Bridges R.A., Iannacone M.D. et al. Pace: Pattern accurate computationally efficient bootstrapping for timely discovery of cyber-security concepts // 12th International Conference on Machine Learning and Applications. 2013. Vol. 2. P. 60-65.</mixed-citation><mixed-citation xml:lang="en">McNeil N., Bridges R.A., Iannacone M.D., Czejdo B., Perez N., Goodall J.R. Pace: Pattern accurate computationally efficient bootstrapping for timely discovery of cyber-security concepts. 12th International Conference on Machine Learning and Applications 2013;2:60-65.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Кузьмина Н.М., Ридли М.К. Об автоматическом построении в информационных системах гражданской авиации онтологий предметной области по корпусу текстов // Научный вестник ГОСНИИ ГА. 2018. № 21. С. 122-131.</mixed-citation><mixed-citation xml:lang="en">Kuzmina N.M., Ridley M.K. About automatic construction in information systems of civil aviation ontology of the subject field on the corps of texts. Scientific Bulletin of The State Scientific Research Institute of Civil Aviation 2018;21:122-131. (in Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Кузьмина Н.М., Ридли М.К. Архитектура системы построения онтологий предметной области и смысло вого поиска в задачах совершенствования функциони рования авиатранспортной системы // Научный вестник ГОСНИИ ГА. 2019. № 28. С. 103-113.</mixed-citation><mixed-citation xml:lang="en">Kuzmina N.M., Ridley M.K. Architecture of ontology construction and semantic search system. Scientific Bulletin of the State Scientific Research Institute of Civil Aviation 2019;28:103-113. (in Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Bergner S., Lechner U. Cybersecurity Ontology for Critical Infrastructures // Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. 2017. Volume 2: KEOD. P. 80-85.</mixed-citation><mixed-citation xml:lang="en">Bergner S., Lechner U. Cybersecurity ontology for critical infrastructures. Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management 2017;2:80-85.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Trabelsi S., Plate H., Abida A. et al. Mining social networks for software vulnerabilities monitoring // 7th International Conference on New Technologies, Mobility and Security (NTMS). 2015. P. 1-7. DOI: 10.1109/ NTMS.2015.7266506</mixed-citation><mixed-citation xml:lang="en">Trabelsi S., Plate H., Abida A., Aoun M., Zouaoui A., Missaoui C., Gharbi S., Ayari A. Mining social networks for software vulnerabilities monitoring. 7th International Conference on New Technologies, Mobility and Security (NTMS) 2015:1-7. DOI:10.1109/NTMS.2015.7266506.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
