| Vol-3963 urn:nbn:de:0074-3963-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 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 (CC BY 4.0).

# IntelITSIS 2025
Intelligent Information Technologies & Systems of Information Security 2025

### Proceedings of the The 6th International Workshop on Intelligent Information Technologies & Systems of Information Security (IntelITSIS 2025)

### Khmelnytskyi, Ukraine, April 4, 2025.

Edited by

### Tetiana Hovorushchenko *
Oleg Savenko *
Peter T. Popov **
Sergii Lysenko *

* Khmelnytskyi National University, Computer Engineering & Information Systems Department, Khmelnytskyi, Ukraine
** City University of London, Centre for Software Reliability, London, Great Britain

## Table of Contents

- Preface
  Summary: There were 74 papers submitted for peer-review to this workshop. Out of these, 29 papers were accepted for this volume, all 29 as regular papers.
- Committees
- Organizer and Partners

### Intelligent Information Technologies & Systems of Information Security

- Method of preprocessing information for preparing a description of art objects using artificial intelligence 1-14
  Oleg Voichur, Olha Hovorushchenko, Artem Boyarchuk, Yurii Voichur, Anatoliy Nester
- Detection of military targets from images using deep learning models 15-27
  Dmytro Borovyk, Oleksandr Barmak, Volodymyk Lytvynenko
- Fuzzy model of knowledge assessment in inclusive education information systems 28-38
  Bohdan Durnyak, Petro Shepita, Lyubov Tupychak, Arsen Syvak, Oleksandr Bohonis
- Sea ice extent data analysis using statistical and unsupervised learning methods 39-53
  Vitalii Alekseiko, Vitaly Levashenko, Yurii Voichur, Dmytro Medzatyi
- Automatic bilateral filtering of digital X-ray rocking curves using histograms 54-65
  Serhiy Balovsyak, Ihor Fodchuk, Zhengbing Hu, Inna Iakovlieva, Serhii Yakovliev
- Iterative Fuzzy-Prototype Conceptualization of Multifactorial Constrained Prior Data Spaces for Intelligent Decision Systems 66-76
  Serge Dolgikh, Oksana Mulesa, Volodymyr Sabadosh
- Predictive autoscaling in AWS Serverless by means of machine learning and SQS metrics 77-87
  Oleksandr Kyrychenko, Sergey Ostapov, Oksana L. Kyrychenko
- Model of the hierarchy of quality factor criteria layout processes 88-98
  Zoryana Selmenska, Zoreslava Plakhtyna, Myroslava Dubnevych, Orest Khamula
- Information-diagnostic online SMART platform utilizing an open-source virtual learning environment 99-111
  Tetiana Hovorushchenko, Artem Boyarchuk, Olga Pavlova, Sergii Lysenko, Mariusz Mazurkiewicz
- Feature Computation Procedure for Fake News Detection: An LLM-Based Extraction Approach 112-124
  Andrii Shupta, Pavlo Radiuk, Iurii Krak
- Improving accuracy of photogrammetry method using image segmentation by YOLO neural networks 125-138
  Serhiy Balovsyak, Nazar Hrynyk, Zhengbing Hu, Khrystyna Odaiska, Ivanna Yanchuk
- Evaluation of methods for intellectual analysis of manipulative content in the information space 139-155
  Vsevolod Senkivskyy, Iryna Pikh, Alona Kudriashova, Roman Andriiv, Nazarii Senkivskyi
- Liminal efficiency for AI general models: investigating compression techniques for maximized performance in the glaucoma's diagnosis and prognosis 156-166
  Volodymyr Kysil, Olga Drachuk, Anatolii Korol, Valentyna Hnenna, Elena Zaitseva
- Web-based information system for land surface temperature forecasting: its role in the context of the ecological imperative and educational challenges of the digital society 167-178
  Vitalii Alekseiko, Houda El Bouhissi, Valeriia Shvaiko, Andrii Kuzmin
- Intelligent method for the helicopter turboshaft engines gas temperature determining under rapid changes in its values conditions 179-197
  Anatoliy Sachenko, Victoria Vysotska, Serhii Vladov, Nataliia Vladova, Danylo Shved
- Computer vision-based information system for landfill fire detection 198-207
  Miroslav Kvassay, Andrii Kuzmin, Mariia Kostiuk, Oleksandr Khlevnoi, Houda El Bouhissi
- Designing an intelligent system for digital image classification 208-218
  Alona Kudriashova, Iryna Pikh, Vsevolod Senkivskyy, Taras Oliyarnyk, Oleksii Bilyk
- Adaptive management of communication resource allocation in high-load 5G infrastructures: a queuing-based approach 219-231
  Viacheslav Kovtun, Oksana Kovtun, Tetiana Gryshchuk, Maria Yukhimchuk
- Selection of models for operational management of hierarchically structured systems under threats 232-241
  Volodymyr Sabat, Oleksandr Tymchenko, Myroslava Kulynych, Volodymyr Kuhot, Pavlo Hibey
- Modeling and adapting network databases for complex data structures 242-251
  Oleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Volodymyr Chornyak
- Detection of computer attacks based on sonification of network traffic 252-263
  Bohdan Semeniuk, Antonina Kashtalian, Dmytro Martiniuk, Andriy Drozd, Abdel-Badeeh M. Salem
- Method of random dynamic control transfer between network nodes for a partially centralized OS security system 264-283
  Yuriy Stetsyuk, Mykola Stetsyuk, Bohdan Savenko, Andrzej Kwiecien, Lukasz Kopania
- Method of detecting anomalies in IOT device traffic based on statistical analysis using the modified z score 284-298
  Mykola Stetsiuk, Volodymyr Anikin, Olena Pyrch, Oleksandr Kozelskiy, Abdel-Badeeh M. Salem
- Cybersecurity of robotic sorting systems of warehouse assets of a printing company 299-313
  Petro Shepita, Bohdan Durnyak, Yurii Petriv, Mykhailo Yasinskyi, Viktor Troyan
- Method and Means of Critical Information Processing in Corporate Networks 314-328
  Oleksandr Huralnyk, Andrzej Kwiecień, Vadym Paiuk, Olexandr Klein, Oleksii Lyhun
- Honeypot-based monitoring, detection, response, and information protection framework 329-339
  Maxim Prodeus, Andrii Nicheporuk, Antonina Kashtalian, Mariia Kapustian, Tomas Sochor
- Method for detecting malicious commands transmitted via images using steganography 340-350
  Dmytro Denysiuk, Oleg Savenko, Miroslav Kvassay
- Determining the criticality assessment of defects on wind turbine components detected by UAV sensors 351-362
  Serhii Svystun, Oleksandr Melnychenko, Pavlo Radiuk, Andrii Lysyi, Anatoliy Sachenko
- Model of a distributed heterogeneous system resistant to leakage of confidential information 363-376
  Oleksandr Bokhonko, Olha Atamaniuk, Tomas Sochor

2025-05-02: submitted by Sergii Lysenko, metadata incl. bibliographic data published under Creative Commons CC0
2025-05-15: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN ISSN 1613-0073) |valid HTML5|