CMiGIN 2026
Conflict Management in Global Information Networks 2026

Table of Contents

• Preface 1-5
  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