IT&I-WS: ISICP 2025
Information Systems And Intelligent Cyber Protection 2025

Table of Contents

• Preface
  Summary: There were 27 papers submitted for peer-review to this workshop. Out of these, 17 papers were accepted for this volume, 14 as regular papers and 3 as short papers.

Regular Papers

• Neural Network-Based Secure Beam Management in 5G Networks for Cyberspace Protection 1-15
  Juliy Boiko, Ilya Pyatin
• Scaling Multichain Systems using DAG-based Architecture 16-30
  Maksym Kotov, Serhii Toliupa, Serhii Buchyk, Ivan Parkhomenko
• Risk-Oriented Security Management Model for IoT Networks Using a Graph-Autoregressive Approach 31-43
  Valeriy Lakhno, Dmytro Kasatkin, Mykola Tsiutsiura, Valentyna Makoiedova
• Differentiable Temporal Anchor Consensus with Graph Neural Anchor Matching for Robust UAV Object Tracking 44-53
  Volodymyr Husiev, Iryna Vergunova, Yaroslav Tereshchenko, Vasyl Tereshchenko
• Assessing the Desirability Management Decisions taking into Account Factors of their Quality and the Preferences of the Decision-Maker 54-65
  Yuri Samokhvalov, Volodymyr Lytvynenko, Bohdan Zhuravel
• Intelligent Analysis of Sports Data in the Tasks of Forming Effective Sports Team 66-78
  Oleh Zaritskyi, Danyil Pylypovych, Ihor Miroshnychenko
• Feature Extraction from a Noisy ECG Signal by Clustering ECG Images 79-88
  Roman Melnyk, Denys Melnyk
• Efficiency of Data Caching When Building Heterogeneous Databases 89-103
  Igor Grebennik, Oksana Mazurova, Oleksandr Samantsov, Denys Semko
• Cross-Temporal Feature Integration in Cryptocurrency Direction Prediction: A Confidence-Optimized Binary Classification Approach 104-116
  Oleksandr Kuznetsov, Yelyzaveta Kuznetsova, Mykola Mormul, Dmytro Shchytov
• Development and Justification of Techniques for Periodic Quality Control of Random/Pseudorandom Number Generators for Cryptographic Applications 117-128
  Lyudmila Kovalchuk, Oleksii Bespalov, Hanna Nelasa
• Wikipedia-grounded Dataset for Question Answering, Verification, and Text Generation for Ukrainian Language 129-143
  Volodymyr Taranukha, Oleksandr Marchenko, Anatoly Anisimov, Emil Nasirov
• Database Security of the Automated Control Subsystem of Water Conservation Processes 144-155
  Vitalii Osipa, Lesya Ladieva, Bogdan Korniyenko
• Decision Support Methodology for Smart Regulation of Electric Power Consumption in Mine Drainage Systems 156-165
  Volodymyr Hnatushenko, Serhii Tkachenko, Liliia Beshta
• Vulnerability of Multilayer Network Systems to Targeted Group Attacks 166-179
  Olexandr Polishchuk, Dmytro Polishchuk

Short Papers

• Learning Resources Recommendations Taking into Account the Individual's Preferences in Learning Style 180-188
  Yevheniya Savchenko-Syniakova, Kateryna Synytsya, Mykhailo Savchenko, Volodymyr Otenko, Svitlana Zaritskaya
• A Probabilistic Model with the Markov Property for Cyberattack Detection Based on the Analysis of Dynamic Traffic Variations 189-197
  Nataliia Vyshnevsk, Valerii Kozlovskyi, Yurii Lysetskyi, Ihor Makieiev
• Data Preparation and Enrichment Algorithm for Fraud Detection System 198-206
  Viktor Sahaidak, Kamila Storchak, Viktoriia Zhebka, Vladimir Bilavka, Andrii Bondarchuk