| Vol-3675 urn:nbn:de:0074-3675-8 Copyright © 2024 for the individual papers by the papers' authors. Copyright © 2024 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 2024
Intelligent Information Technologies & Systems of Information Security 2024

### Proceedings of the 5th International Workshop on Intelligent Information Technologies & Systems of Information Security with CEUR-WS

### Khmelnytskyi, Ukraine, March 28, 2024.

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 65 papers submitted for peer-review to this workshop. Out of these, 28 papers were accepted for this volume, all 28 as regular papers.
- Committees
- Organizer and Partners

### Session 1: Intelligent Information Technologies

- Creation of Supply Chain Management Methods Based on Multi-Agent Systems and Metaheuristics 1-13
  Eugene Fedorov, Olga Nechyporenko, Oleg Grygor, Maryna Leshchenko
- Applying Biclustering Technique and Gene Ontology Analysis for Gene Expression Data Processing 14-28
  Sergii Babichev, Maksym Korobchynskyi, Myhailo Rudenko, Hanna Batenko
- Machine Learning Techniques for Predicting Software Code Properties Using Design Metrics 29-38
  Vira Liubchenko
- Deep Learning-Based Determination of Optimal Triangles Number of Graphic Object’s Polygonal Model 39-51
  Oleksandr Romanyuk, Yevhen Zavalniuk
- The information technology for the formation of high-quality visual content of newspaper publications 52-71
  Bohdan Kovalskyi, Myroslava Dubnevych, Tetyana Holubnyk, Lyudmyla Mayik, Zoryana Selmenska
- Method for Determining the Security Level of Software 72-85
  Tetiana Hovorushchenko, Yurii Voichur, Dmytro Medzatyi, Artem Boyarchuk, Alina Hnatchuk
- Informationally-technological provision of environmental nature reserves monitoring 86-99
  Оleksandr Tymchenko, Bohdana Havrysh, Orest Khamula, Bohdan Kovalskyi, Igor Bagniuk
- Decision support system for assessing the economic development potential of a territorial community 100-117
  Tetiana Tereshchenko, Olena Khytra, Yelyzaveta Hnatchuk, Alina Hnatchuk, Houda El Bouhissi
- Modeling Environment Intelligent Transport System for Eco-Friendly Urban Mobility 118-136
  Vitaliy Pavlyshyn, Eduard Manziuk, Olexander Barmak, Iurii Krak, Robertas Damasevicius,
- An Approach to Optimizing CO2 Emissions in Traffic Control via Reinforcement Learning 137-155
  Olexander Ryzhanskyi, Eduard Manziuk, Olexander Barmak, Iurii Krak, Nebojsa Bacanin
- Predicting COVID-19 incidences based on machine learning 156-170
  Liudmyla Gryzun, Olexiy Lytovchenko
- Concept of Information Technology for Diagnosis and Prognosis of Glaucoma Based on Machine Learning Methods 171-181
  Volodymyr Kysil, Peter T. Popov, Olga Drachuk, Valentyna Hnenna, Inna Martyniuk
- Car Image Recognition using Convolutional Neural Network with EfficientNet Architecture 182-195
  Serhiy Balovsyak, Olga Kroitor, Khrystyna Odaiska, Abdel-Badeeh M. Salem, Serhii Stets
- Post-processing of video surveillance systems alarm signals using the YOLOv8 neural network 196-207
  Olga Pavlova, Ivan Rudyk, Houda EL Bouhissi
- The Concept of Information Technology for Ensuring Accessibility to Art Objects for the Visually Impaired Persons 208-222
  Tetiana Hovorushchenko, Oleg Voichur, Olha Hovorushchenko, Artem Boyarchuk, Iryna Zasornova

### Session 2: Systems of Information Security

- Data Encryption Method Based on the Redundant Residue Number System 223-235
  Vasyl Yatskiv, Elena Nyemkova, Serhii Kulyna, Halyna Kulyna, Stepan Ivasiev
- Service-Oriented Model for Handling mMTC Subscribers’ Traffic in a 5G Cluster 236-246
  Viacheslav Kovtun, Oksana Kovtun
- Decision-making logic in operational emergency situations for hierarchical systems management 247-259
  Liubomyr Sikora, Nataliia Lysa, Olga Fedevych, Yurii Lysyi
- A model of a DDoS attack scenario on elements of specialized information technology and methods of combating cybercriminals 260-269
  Mykola Stetsyuk, Viktor Cheshun, Yuriy Stetsyuk, Оleksandr Kozelskiy, Abdel-Badeeh M. Salem
- Methods for Detecting Software Implants in Corporate Networks 270-284
  Dmytro Denysiuk, Tomas Sochor, Mariia Kapustian, Antonina Kashtalian, Oleg Savenko
- Methods of improving security and resilience of VR systems’ architecture 285-304
  Artem Kachur, Sergii Lysenko, Oleh Bodnaruk, Piotr Gaj
- Methods for assessing the risk of an emergency in the security system for the information complex of printing enterprises 305-317
  Volodymyr Sabat, Lyubomyr Sikora, Bohdan Durniak, Vitalii Matsiuk, Pavlo Hibey
- Method for identifying cyberattacks based on the use of social engineering over the phone 318-329
  Sergii Lysenko, Oleksandr Bokhonko, Volodymyr Vorobiyov, Piotr Gaj
- Using semantic analysis of document text in building risk models in the threats system 330-342
  Volodymyr Sabat, Bohdan Durniak, Myroslava Kulynych, Olena Havrylyshyn, Pavlo Hibey
- A graph-based vulnerability detection method 343-355
  Yevheniy Sierhieiev, Vadym Paiuk, Anatoliy Sachenko, Andrii Nicheporuk, Andrzej Kwiecien
- Analysis of AI powered attacks and protection of UAV assets: quality model-based assessing cybersecurity of mobile system for demining 356-374
  Olena Veprytska, Vyacheslav Kharchenko
- Method of detecting cyberattacks on communication channels based on spectral clustering and machine learning methods 375-387
  Serhii Danchuk, Olena Geidarova, Andrii Nicheporuk, Andrzej Kwiecien
- A trust model that ensures the correctness of computing in grid computing system 388-401
  Pavlo Rehida, Oleg Savenko, Anatoliy Sachenko, Andriy Drozd, Petro Vizhevski

2024-04-04: submitted by Sergii Lysenko, metadata incl. bibliographic data published under Creative Commons CC0
2024-05-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|