<!DOCTYPE html>
<html lang="en" data-lt-installed="true">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="stylesheet" type="text/css" href="../ceur-ws.css">
<title>CEUR-WS.org/Vol-4170 - IT&I-WS: Information Systems And Intelligent Cyber Protection 2025</title>
</head>

<!--CEURLANG=eng -->
<body>
<table style="border: 0; border-spacing: 0; border-collapse: collapse; width: 95%">
<tbody><tr>
<td style="text-align: left; vertical-align: middle">
<a href="https://ceur-ws.org/"><div id="CEURWSLOGO"></div></a>
</td>
<td style="text-align: right; vertical-align: middle">
<div style="float:left" id="CEURCCBY"></div>
<span class="CEURVOLNR">Vol-4170</span> <br>
<span class="CEURURN">urn:nbn:de:0074-4170-x</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; 2025 for 
the individual papers by the papers' authors. 
Copyright &copy; <span class="CEURPUBYEAR">2025</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
Creative Commons License Attribution 4.0 International
<a href="https://creativecommons.org/licenses/by/4.0/">(<span class="CEURLIC">CC BY 4.0</span>)</a>.</p>
</td>
</tr>
</tbody></table>

<hr>

<br><br><br>

<h1><a href="http://iti.fit.univ.kiev.ua/en/home-2/"><span class="CEURVOLACRONYM">IT&I-WS: ISICP 2025</span></a><br>
<span class="CEURVOLTITLE">Information Systems And Intelligent Cyber Protection 2025</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of the Information Technology and Implementation (IT&I) Workshop: Information Systems And Intelligent Cyber Protection (IT&I-WS: ISICP 2025)</span><br>
<!-- co-located with <span class="CEURCOLOCATED">NONE</span> -->

</h3>
<h3><span class="CEURLOCTIME">Kyiv, Ukraine, November 20 - 21, 2025</span>.</h3> 

<br>
<b> Edited by </b>
<p>

<h3>
     <span class="CEURVOLEDITOR">Serhii Toliupa</span> *<br>
	<span class="CEURVOLEDITOR">Dmytro Lande</span> **<br>
	 <span class="CEURVOLEDITOR">Iurii Krak</span> ***<br>
	 <span class="CEURVOLEDITOR">Sergiy Yakovlev</span> ****<br>
</h3>

*<a href="https://knu.ua/en/">Taras Shevchenko National University of Kyiv</a>, Ukraine<br>
**<a href="https://kpi.ua/en">National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"</a>, Ukraine<br>
*** <a href="https://incyb.kiev.ua/en">V.M. Glushkov Institute of Cybernetics of NAS of Ukraine</a>, Ukraine<br>
**** <a href="https://p.lodz.pl/en">Lodz University of Technology</a>, Poland<br>

  <br>
<hr>

<br><br><br>


<div class="CEURTOC">
<h2> Table of Contents </h2>

<ul>
<li id="preface">
<a href="Preface.pdf">Preface</a><br>
Summary: There were <span class="CEURSUBMITTEDPAPERS">27</span> papers submitted for peer-review to this workshop. Out of these, 
<span class="CEURACCEPTEDPAPERS">17</span> papers were accepted for this volume, 
<span class="CEURACCEPTEDREGULARPAPERS">14</span> as regular papers and
<span class="CEURACCEPTEDSHORTPAPERS">3</span> as short papers.
</li>
</ul>
<br>

<h3><span class="CEURSESSION">Regular Papers</span></h3>
<ul>

<li id="Paper01"><a href="Paper01.pdf">
<span class="CEURTITLE">Neural Network-Based Secure Beam Management in 5G Networks for Cyberspace Protection</span></a>
<span class="CEURPAGES">1-15</span> <br>
<span class="CEURAUTHOR">Juliy Boiko</span>,
<span class="CEURAUTHOR">Ilya Pyatin</span>
</li>

<li id="Paper02"><a href="Paper02.pdf">
<span class="CEURTITLE">Scaling Multichain Systems using DAG-based Architecture</span></a>
<span class="CEURPAGES">16-30</span> <br>
<span class="CEURAUTHOR">Maksym Kotov</span>,
<span class="CEURAUTHOR">Serhii Toliupa</span>,
<span class="CEURAUTHOR">Serhii Buchyk</span>,
<span class="CEURAUTHOR">Ivan Parkhomenko</span>
</li>

<li id="Paper03"><a href="Paper03.pdf">
<span class="CEURTITLE">Risk-Oriented Security Management Model for IoT Networks Using a Graph-Autoregressive Approach</span></a>
<span class="CEURPAGES">31-43</span> <br>
<span class="CEURAUTHOR">Valeriy Lakhno</span>,
<span class="CEURAUTHOR">Dmytro Kasatkin</span>,
<span class="CEURAUTHOR">Mykola Tsiutsiura</span>,
<span class="CEURAUTHOR">Valentyna Makoiedova</span>
</li>


<li id="Paper04"><a href="Paper04.pdf">
<span class="CEURTITLE">Differentiable Temporal Anchor Consensus with Graph Neural Anchor Matching for Robust UAV Object Tracking</span></a>
<span class="CEURPAGES">44-53</span> <br>
<span class="CEURAUTHOR">Volodymyr Husiev</span>,
<span class="CEURAUTHOR">Iryna Vergunova</span>,
<span class="CEURAUTHOR">Yaroslav Tereshchenko</span>,
<span class="CEURAUTHOR">Vasyl Tereshchenko</span>
</li>


<li id="Paper05"><a href="Paper05.pdf">
<span class="CEURTITLE">Assessing the Desirability Management Decisions taking into Account Factors of their Quality and the Preferences of the Decision-Maker</span></a>
<span class="CEURPAGES">54-65</span> <br>
<span class="CEURAUTHOR">Yuri Samokhvalov</span>,
<span class="CEURAUTHOR">Volodymyr Lytvynenko</span>,
<span class="CEURAUTHOR">Bohdan Zhuravel</span>
</li>

<li id="Paper06"><a href="Paper06.pdf">
<span class="CEURTITLE">Intelligent Analysis of Sports Data in the Tasks of Forming Effective Sports Team</span></a>
<span class="CEURPAGES">66-78</span> <br>
<span class="CEURAUTHOR">Oleh Zaritskyi</span>,
<span class="CEURAUTHOR">Danyil Pylypovych</span>,
<span class="CEURAUTHOR">Ihor Miroshnychenko</span>
</li>

<li id="Paper07"><a href="Paper07.pdf">
<span class="CEURTITLE">Feature Extraction from a Noisy ECG Signal by Clustering ECG Images</span></a>
<span class="CEURPAGES">79-88</span> <br>
<span class="CEURAUTHOR">Roman Melnyk</span>,
<span class="CEURAUTHOR">Denys Melnyk</span>
</li>

<li id="Paper08"><a href="Paper08.pdf">
<span class="CEURTITLE">Efficiency of Data Caching When Building Heterogeneous Databases</span></a>
<span class="CEURPAGES">89-103</span> <br>
<span class="CEURAUTHOR">Igor Grebennik</span>,
<span class="CEURAUTHOR">Oksana Mazurova</span>,
<span class="CEURAUTHOR">Oleksandr Samantsov</span>,
<span class="CEURAUTHOR">Denys Semko</span>
</li>

<li id="Paper09"><a href="Paper09.pdf">
<span class="CEURTITLE">Cross-Temporal Feature Integration in Cryptocurrency Direction Prediction: A Confidence-Optimized Binary Classification Approach</span></a>
<span class="CEURPAGES">104-116</span> <br>
<span class="CEURAUTHOR">Oleksandr Kuznetsov</span>,
<span class="CEURAUTHOR">Yelyzaveta Kuznetsova</span>,
<span class="CEURAUTHOR">Mykola Mormul</span>,
<span class="CEURAUTHOR">Dmytro Shchytov</span>
</li>

<li id="Paper10"><a href="Paper10.pdf">
<span class="CEURTITLE">Development and Justification of Techniques for Periodic Quality Control of Random/Pseudorandom Number Generators for Cryptographic Applications</span></a>
<span class="CEURPAGES">117-128</span> <br>
<span class="CEURAUTHOR">Lyudmila Kovalchuk</span>,
<span class="CEURAUTHOR">Oleksii Bespalov</span>,
<span class="CEURAUTHOR">Hanna Nelasa</span>
</li>

<li id="Paper11"><a href="Paper11.pdf">
<span class="CEURTITLE">Wikipedia-grounded Dataset for Question Answering, Verification, and Text Generation for Ukrainian Language</span></a>
<span class="CEURPAGES">129-143</span> <br>
<span class="CEURAUTHOR">Volodymyr Taranukha</span>,
<span class="CEURAUTHOR">Oleksandr Marchenko</span>,
<span class="CEURAUTHOR">Anatoly Anisimov</span>,
<span class="CEURAUTHOR">Emil Nasirov</span>
</li>

<li id="Paper12"><a href="Paper12.pdf">
<span class="CEURTITLE">Database Security of the Automated Control Subsystem of Water Conservation Processes</span></a>
<span class="CEURPAGES">144-155</span> <br>
<span class="CEURAUTHOR">Vitalii Osipa</span>,
<span class="CEURAUTHOR">Lesya Ladieva</span>,
<span class="CEURAUTHOR">Bogdan Korniyenko</span>
</li>

<li id="Paper13"><a href="Paper13.pdf">
<span class="CEURTITLE">Decision Support Methodology for Smart Regulation of Electric Power Consumption in Mine Drainage Systems</span></a>
<span class="CEURPAGES">156-165</span> <br>
<span class="CEURAUTHOR">Volodymyr Hnatushenko</span>,
<span class="CEURAUTHOR">Serhii Tkachenko</span>,
<span class="CEURAUTHOR">Liliia Beshta</span>
</li>

<li id="Paper14"><a href="Paper14.pdf">
<span class="CEURTITLE">Vulnerability of Multilayer Network Systems to Targeted Group Attacks</span></a>
<span class="CEURPAGES">166-179</span> <br>
<span class="CEURAUTHOR">Olexandr Polishchuk</span>,
<span class="CEURAUTHOR">Dmytro Polishchuk</span>
</li>

</ul>

<h3><span class="CEURSESSION">Short Papers</span></h3>
<ul>

<li id="Short01"><a href="Short01.pdf">
<span class="CEURTITLE">Learning Resources Recommendations Taking into Account the Individual's Preferences in Learning Style</span></a>
<span class="CEURPAGES">180-188</span> <br>
<span class="CEURAUTHOR">Yevheniya Savchenko-Syniakova</span>,
<span class="CEURAUTHOR">Kateryna Synytsya</span>,
<span class="CEURAUTHOR">Mykhailo Savchenko</span>,
<span class="CEURAUTHOR">Volodymyr Otenko</span>,
<span class="CEURAUTHOR">Svitlana Zaritskaya</span>
</li>

<li id="Short02"><a href="Short02.pdf">
<span class="CEURTITLE">A Probabilistic Model with the Markov Property for Cyberattack Detection Based on the Analysis of Dynamic Traffic Variations</span></a>
<span class="CEURPAGES">189-197</span> <br>
<span class="CEURAUTHOR">Nataliia Vyshnevsk</span>,
<span class="CEURAUTHOR">Valerii Kozlovskyi</span>,
<span class="CEURAUTHOR">Yurii Lysetskyi</span>,
<span class="CEURAUTHOR">Ihor Makieiev</span>
</li>

<li id="Short03"><a href="Short03.pdf">
<span class="CEURTITLE">Data Preparation and Enrichment Algorithm for Fraud Detection System</span></a>
<span class="CEURPAGES">198-206</span> <br>
<span class="CEURAUTHOR">Viktor Sahaidak</span>,
<span class="CEURAUTHOR">Kamila Storchak</span>,
<span class="CEURAUTHOR">Viktoriia Zhebka</span>,
<span class="CEURAUTHOR">Vladimir Bilavka</span>,
<span class="CEURAUTHOR">Andrii Bondarchuk</span>
</li>

</ul>


</div>


<hr>
<span class="unobtrusive">
2026-02-09: submitted by Serhii Toliupa, 
            metadata incl. bibliographic data published under <a href="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</a><br>
<span class="CEURPUBDATE">2026-02-17</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
	|<a href="https://validator.w3.org/nu/?doc=https%3A%2F%2Fceur-ws.org%2FVol-4170%2F">valid HTML5</a>|
</span>

</body></html>
