| Vol-4049 urn:nbn:de:0074-4049-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).

# UkrProg-IIT 2025
Workshop on Intelligent Information Technologies at UkrProg 2025

### Proceedings of the Workshop on Intelligent Information Technologies (UkrProg-IIT 2025), co-located with the 15th International Scientific and Practical Programming Conference (UkrPROG 2025)

### Kyiv, Ukraine, May 13-14, 2025.

Edited by

### Volodymyr Pasichnyk *
Volodymyr Sokolov **

* Lviv Polytechnic National University, Lviv, Ukraine
** Borys Grinchenko Kyiv University, Kyiv, Ukraine

## Table of Contents

### Information Security Software Systems

- Symmetric Cryptosystem Based on Ring Images 3-13
  Serhiy Kryvyi, Kirill Riabov
- Compression-Resistant Steganographic System as an Effective Software System for Information Protection 14-27
  Alla Kobozieva, Ivan Bobok, Viktor Speranskyy
- Modeling the Localization of Hidden Radio Transmitters Using Redundant Multi-Antenna Measurements 28-38
  Vitalii Savchenko, Oleksandr Laptiev, Anatolii Salii, Tymur Kurtseitov, Alla Kobozieva

### Computer Modelling

- Data-Driven Constitutive Modeling and Finite-Element Analysis of Micro-Scale Fracture in Al-Si Metal-Matrix Composites 48-61
  Vladislav Kaverinskiy, Zoya Sukhenko, Anna Litvin, Sergii Kotlyk, Kyrylo Malakhov
- To Solving Problems of Mathematical Modeling of Non-stationary Processes on High-performance Computers 62-68
  Oleksandr Duchenko, Oleksandr Khimich, Alla Nesterenko, Oleksandr Popov
- Statistical Characteristics of the Reference Route Improvement Procedure Using a Stack of Iterative Methods -68-78
  Volodymyr Shevchenko, Yevhen Derevianko, Nikita Krupa, Viktor Shevchenko
- Microservices Architecture for Building a Crypto Freelance Exchange 79-90
  Svitlana Popereshnyak, Maksym Bielikov, Anton Bur

### Parallel Programming and Distributed Systems

- Optimizing the Energy Consumption of On-site Private Cloud Computing Platforms 91-100
  Anatol Lozinskyi, Anatoly Gladun
- The Algorithm and Software for Selection of Optimal Topology of Information Systems with Limited Budget 101-106
  Andriy Makarchuk, Oleg Barabash, Oleh Kopiika, Volodymyr Tkachov, Bogdan Bilyavskiy
- Object-Oriented Software Development and High-Performance Technologies for Identifying Complex Processes in Nanoporous Systems 107-116
  Mykhaylo Petryk, Igor Boyko, Anatolii Doroshenko
- Software–Hardware Random Numbers Generating Complex Based on Mobile Device 117-126
  Viktor Shynkarenko, Denys Ostapets, Artur Opriatnyi

### Artificial Intelligence

- Fine-Tuning BERT-Based Model for Detecting Social Media Manipulation in Low-Resource Settings 143-155
  Vladyslav Hromenko, Viktor Shevchenko
- Efficiency Assessment of Neural Network Classifiers on Single-board Computers for Batch Image Processing 156-165
  Pylyp Prystavka, Nykolay Sydorov, Olha Cholyshkina, Borys Stetsenko
- Parking Space Occupancy Monitoring System Using Computer Vision 166-176
  Svitlana Popereshnyak, Dmytro Chornobryvets, Oleksandr Symonenko
- Hybrid Rule-based QoS-Optimized Modification of Deep Q-Learning Network: Properties and Specifics 176-188
  Irina Grishanova, Julia Rogushina, Pylyp Andon
- Dynamical Clustering via Neural Vector Fields with Attractor-Based Structure 189-201
  Denys Symonov, Oleksandr Palagin, Bohdan Zaika
- The Comparison of Machine Learning Algorithms for the Task of Weather and Air Pollution Forecasting 212-230
  Anatoliy Doroshenko, Dmitry Zhora, Pavlo Ivanenko, Olena Yatsenko
- A Method for Efficient Training of Road Sign Recognition Models for Resource-Dependent ADAS Systems 231-243
  Maksym Hovorukha, Anatoliy Doroshenko
- Approach for Postural Disorders Recognizing from Visual Data Using Deep Neural Network 244-255
  Iurii Krak, Olexander Mazurets, Olha Zalutska, Maryna Molchanova, Olexander Barmak

2025-07-28: submitted by Volodymyr Pasichnyk and Julia Rogushina, metadata incl. bibliographic data published under Creative Commons CC0
2025-10-04: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|