Preface
                                      Information Technology and Implementation Workshop: Intelligent Systems
                                and Security (IT&I-WS: ISS 2024) provides a leading international forum that
                                brings together researchers and practitioners in the field of computer science with
                                the purpose of exploring the fundamental roles, interactions as well as practical
                                impacts of information technology in modern world. The purpose of the event is
                                presentation and discussion of the latest scientific results in the field of computer
                                science,    information     technology,      research      and     development     of
                                methodologies, techniques and tools for digital transformations of society on this
                                basis. The collection includes papers peer-reviewed, selected by the program
                                committee and presented at the workshops of the 11th International
                                Research Conference Information Technology and Implementation (IT&I-2024,
                                November 20-21, 2024, Kyiv, Ukraine). The workshop was held as a video
                                conference using the Zoom platform by topics:
                                  • Artificial Intelligence Technologies and Data Science
                                  • Cyberspace Protection Technologies




                                                                                                  Anatoly Anisimov,
                                                                                                     Vitaliy Snytyuk

                                                                                        IT&I-WS: ISS 2024 Editors




CEUR
                  ceur-ws.org
Workshop      ISSN 1613-0073
Proceedings
                    Program Committee of the Workshop:
Vitaliy Snytyuk, Professor, Taras Shevchenko National University of Kyiv,
Ukraine
Victor Morozov, Professor, Taras Shevchenko National University of Kyiv,
Ukraine
Ihor Javorskyj, Professor, Bydgoszcz University of Science and
Technology, Poland
Vitaly Levashenko, Professor, University of Žilina, Slovakia
                        The Workshop is Organized by
• Taras Shevchenko National University of Kyiv (Faculty of Information
Technology, Faculty of Computer Science and Cybernetics)
• National Technical University of Ukraine «Igor Sikorsky Kyiv Polytechnic
Institute»
• Viktor Glushkov Institute of Cybernetics of the National Academy of Sciences of
Ukraine
• Institute of Information Technology and Learning Tools of the National Academ
of Educational Sciences of Ukraine
• Institute for Information Recording of the National Academy of Sciences of
Ukraine
• Institute of Software Systems of the National Academy of Sciences of Ukraine
• The Council of Young Scientists of the Faculty of Computer Science and
Cybernetics and the Faculty of Information Technology of Taras Shevchenko
National University of Kyiv