CMiGIN 2026
Conflict Management in Global Information Networks 2026

Table of Contents

• Preface1-5
  Summary: There were 28 papers submitted for peer-review to this workshop. Out of these, 20 papers were accepted for this volume, 16 as regular papers and 4 as short papers.

Regular Papers

• A hybrid explainable machine learning and deep learning framework for IoT network anomaly detection 6-15
  Mussa Turdalyuly, Nazerke Baisholan, Sergiy Gnatyuk, Karlygash Baisholanova
• The impact of generative artificial intelligence on SEO metrics and web content performance 16-28
  Olha Anisimova, Oleksii Prihunov, Halyna Lukash
• Cybersecurity-metric-driven software quality assessment for critical information and communication systems 29-42
  Roman Hamretskyi, Viktor Gnatyuk, Krzysztof Pytel
• A reproducible methodology for investigating network attacks on corporate infrastructure using an open-source cyber range 43-56
  Maksym Delembovskyi
• Modelling of information security threats for airport infrastructure based on digital twin technology 57-67
  Zarina Poberezhna, Tetiana Konrad, Dmytro Malnov, Ladislav Dorotik
• Modeling the future splinternet using AI-driven fragmentation scenarios 68-81
  Maksim Iavich, Vladimer Svanadze
• Computational methods for best mathematical model building using a new adequacy criterion 82-93
  Valerii Kuzmin, Yuliia Petrova, Alina Osipchuk
• Fast computational methods for panoramic spectrum analysis with hardware artifacts compensation for SDR-based direction finding applications 94-106
  Fedir Katushonok, Olga Shcherbyna, Oleksandr Zadorozhnyi, Anatolii Simchuk
• Logical inference models based on fuzzy production rules for intelligent cyberthreat detection systems 107-137
  Yuliia Kostiuk, Pavlo Skladannyi, Karyna Khorolska, Bohdan Bebeshko, Volodymyr Sokolov
• Baggage X-ray datasets with prohibited items: A survey 138-148
  Serhii Bielov, Maksym Zaliskyi, Krzysztof Sulkowski, Olga Shcherbyna, Roman Saiko, Sebastian Janczura
• Trust-aware reliability-based aggregation framework for resilient federated learning in critical infrastructure systems 149-159
  Stanislava Kudrenko, Vitalii Alkema, Valerii Kozlovskyi, Diana Kozlovska
• Comprehensive analysis of machine learning classification metrics, algorithmic models, and the nuances of the neutral class 160-173
  Oleksandr Tkachenko, Anna Ilyenko, Yelyzaveta Meleshko, Oleksandr Ulichev
• Security-aware centralized network configuration management with automated compliance verification 174-184
  Oleksandra Yeremenko, Maksym Trubeko, Roman Savchenko
• Authentication of air traffic controllers in LDACS networks based on voice biometrics 185-200
  Georgiy Konakhovych, Oleksii Holubnychyi, Semen Doroshenko
• Information system for the strategic recruitment and retention of academic talent at the technical university 201-215
  Roman Odarchenko, Mariana Krasnoshapka, Anzhela Lelechenko, Bohdan Chumachenko, Serhii Chumachenko, Artem Polozhentsev
• Problems of criminalising cyberterrorist offences and their financing in Ukraine: Doctrinal analysis and proposals for legislative amendments 216-225
  Vladyslav Kubalskyi, Pavlo Kasyanov, Maksym Kysil

Short Papers

• Legal status of civilian participants in cyber operations during armed conflict 226-234
  Valeriia Filinovych, Assel Mukasheva
• Test-driven development approach and tools enhanced by artificial intelligence 235-242
  Vladyslav Pechenenko, Serhii Kryvyi
• Zero trust architecture for cyber resilience: Mathematical modelling and human factor minimisation 243-251
  Roman Topala, Bronislav Chramcov, Viktor Gnatyuk
• Weak passwords and absence of 2FA: Analysis of a ransomware attack on university 252-257
  Mukhit Urazymbetov, Bakhytzhan Akhmetov