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