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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">5</article-id>
      <title-group>
        <article-title>Psychological effects of work in Security Operations Center (SOC) systems: burnout, cognitive load, and the role of AI-assistants</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Психологические последствия работы с системами Security Operations Center (SOC): выгорание, когнитивная нагрузка и роль ИИ-ассистентов</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0009-0009-1677-8355</contrib-id>
          <name>
            <surname>Larionova</surname>
            <given-names>Ekaterina</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>cf.82@mail.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Bunas</surname>
            <given-names>Irina</given-names>
          </name>
          <xref ref-type="aff" rid="aff1"/>
          <email>ik070889@gmail.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-6695-2328</contrib-id>
          <name>
            <surname>Garkushev</surname>
            <given-names>Alexander</given-names>
          </name>
          <xref ref-type="aff" rid="aff2"/>
          <email>sangark@mail.ru</email>
        </contrib>
        <contrib contrib-type="author">
          <contrib-id contrib-id-type="orcid">0000-0001-9665-0128</contrib-id>
          <name>
            <surname>Suprun</surname>
            <given-names>Alexander</given-names>
          </name>
          <xref ref-type="aff" rid="aff3"/>
          <email>afs54@inbox.ru</email>
        </contrib>
      </contrib-group>
      <aff id="aff1">Saint-Petersburg State Marine Technical University</aff>
      <aff id="aff2">St. Petersburg State Marine Technical University</aff>
      <aff id="aff3">Peter the Great St. Petersburg Polytechnic University</aff>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-06-09">
        <day>09</day>
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <issue>2</issue>
      <fpage>60</fpage>
      <lpage>69</lpage>
      <self-uri xmlns:xlink="http://www.w3.org/1999/xlink" content-type="pdf" xlink:href="https://jisp.spbstu.ru/userfiles/files/soderzhaniya/pib_2.pdf"/>
      <abstract xml:lang="en">
        <p>The article examines the psychological consequences of analysts’ work in a Security Operations Center (SOC), including chronic stress, professional burnout, and related cybersecurity errors. Burnout is considered as an operational risk that increases the likelihood of incidents and reduces decision effectiveness. Modern AI solutions for SOCs (LLM assistants, agentbased systems, and behavioral models) and their limitations are analyzed. The paper discusses monitoring of the operator’s functional state, the structure of incident analysis, and mechanisms for limiting AI influence in order to preserve manageability and responsibility. The practical applicability of the proposed approach is demonstrated, where the reliability of operator decision-making is supported by an AI-assisted loop.</p>
      </abstract>
      <kwd-group xml:lang="en">
        <kwd>SOC</kwd>
        <kwd>professional burnout</kwd>
        <kwd>alert fatigue</kwd>
        <kwd>cognitive load</kwd>
        <kwd>cybersecurity</kwd>
        <kwd>AI-assistants</kwd>
        <kwd>human factors</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
