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<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "https://jats.nlm.nih.gov/publishing/1.3/JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xml:lang="en">
  <front xmlns:xlink="http://www.w3.org/1999/xlink">
    <journal-meta>
      <journal-id journal-id-type="elibrary">9004</journal-id>
      <journal-title-group>
        <journal-title>Problems of information security. Computer systems</journal-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Проблемы информационной безопасности. Компьютерные системы</trans-title>
        </trans-title-group>
      </journal-title-group>
      <issn pub-type="epub">2071-8217</issn>
    </journal-meta>
    <article-meta xmlns:xlink="http://www.w3.org/1999/xlink">
      <article-id pub-id-type="publisher-id">7</article-id>
      <title-group>
        <article-title>Development of phishing site classificators based on dynamicaly updated dataset</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Разработка классификаторов фишинговых сайтов на основе динамически формируемой выборки</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0008-4442-5365</contrib-id>
          <name>
            <surname>Kubrin</surname>
            <given-names>Georgiy</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>kubrin@ibks.spbstu.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-8206-2915</contrib-id>
          <name>
            <surname>Ivanov</surname>
            <given-names>Denis</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>ivanov@ibks.spbstu.ru</email>
        </contrib>
      </contrib-group>
      <aff id="aff1">Peter the Great St. Petersburg Polytechnic University</aff>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2021-06-03">
        <day>03</day>
        <month>06</month>
        <year>2021</year>
      </pub-date>
      <issue>2</issue>
      <fpage>74</fpage>
      <lpage>81</lpage>
      <self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pdf" xlink:href="https://jisp.spbstu.ru/userfiles/files/soderzhaniya/2021_2-7-8.pdf"/>
      <abstract xml:lang="en">
        <p>The paper describes a method of phishing site classification development based on dynamically updated dataset. A prototype of a system for automating model development and modification is described. A classificatory developed using the proposed method is described</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>phishing site detection</kwd>
        <kwd>machine learning</kwd>
        <kwd>web-page feature selection</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
