| Vol-4145 urn:nbn:de:0074-4145-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).

# CPITS-II 2025
Cybersecurity Providing in Information and Telecommunication Systems II 2025

### Proceedings of the Cybersecurity Providing in Information and Telecommunication Systems II

### Kyiv, Ukraine, October 26, 2025 (online).

Edited by

### Volodymyr Sokolov *
Vasyl Ustimenko **
Tamara Radivilova ***
Mariya Nazarkevych ****

* Borys Grinchenko Kyiv Metropolitan University, Kyiv, Ukraine
** Royal Holloway, University of London, London, UK
*** Kharkiv National University of Radio Electronics, Kharkiv, Ukraine
**** Lviv Polytechnic National University, Lviv, Ukraine

## Table of Contents

- Preface
  Summary: There were 63 papers submitted for peer-review to this workshop. Out of these, 26 papers were accepted for this volume, 23 as regular papers and 3 as short papers.

- Spatial grasp technology and its application for management of distributed systems 1-19
  Peter Sapaty, Anatolii Morozov, Vitalii Klymenko, Nikolay Ievlev

- Intelligence versus threats: The role of AI agents in ensuring cybersecurity of information and telecommunication systems 20-34
  Nikolay Ievlev, Vitalii Klymenko, Anatolii Morozov, Vitalii Yashchenko, Hennadii Hulak

- Software module protecting web applications from several attacks types using formal logic 35-45
  Nataliia Gulak, Sergii Ilyenko, Elena Dubchak, Andrii Maistrenko, Bohdan Zhurakovskyi

- Simulation of the availability and initialization speed of a layer 2 mesh network 46-57
  Oleksii Dzhus, Mykhaylo Lobur

- Methodology for assessing computer security levels 58-71
  Volodymyr Akhramovych, Vadym Akhramovych, Anna Ilyenko, Olha Kryvokulska, Viktoriia Zhebka

- Machine learning methods for detecting intrusions based on network traffic analysis 72-94
  Yuliia Kostiuk, Pavlo Skladannyi, Volodymyr Sokolov, Svitlana Rzaieva, Karyna Khorolska

- Intelligent modeling of personalized learning in cybersecurity training 95-119
  Pavlo Skladannyi, Yuliia Kostiuk, Oleksii Zhyltsov, Yuriy Savchenko, Yevhen Antypin

- Exponential data augmentation methods for improving YOLO performance in computer vision tasks 120-132
  Yurii Myshkovskyi, Mariia Nazarkevych, Victoria Vysotska, Rostyslav Yurynets

- Phase categories as a tool for modeling uncertainty in higher education programs and program learning outcomes 133-148
  Hryhorii Hnatiienko, Oleg Ilarionov, Hanna Krasovska, Larysa Myrutenko, Anzhelika Tkachuk

- AdaptiveBayes: Comprehensive empirical analysis and algorithmic enhancement framework 149-178
  Sergii Kavun

- Building specific of zero trust architecture in hybrid infrastructures 179-190
  Roman Syrotynskyi, Ivan Tyshyk, Аlona Desiatko

- Layered model for protecting speech information against leakage through an optoelectronic channel 191-201
  Nazarii Dzyanyi, Ivan Opirskyy, Mariia Shved, Olha Liubchyk

- Universal security platform for intelligent cyber-physical technology of regional carbon dioxide monitoring 202-216
  Valerii Dudykevych, Halyna Mykytyn, Sviatoslav Borduliak, Yaroslav Fur

- Pragmatic DDoS detection on AWS cloud with lightweight machine learning 217-227
  Vitalii Molnar, Dmytro Sabodashko

- A security system with automated person identification based on computer vision technologies 228-245
  Bohdan Zhurakovskyi, Viktor Shutenko, Anatoliy Makarenko, Oleksandr Pliushch, Rostyslav Zakharov

- A method of generating data for further training artificial intelligence models aimed at solving cybersecurity problems 246-256
  Ivan Chernihivskyi, Larysa Kriuchkova

- Security difficulties and barriers in building decentralized blockchain bridges, solution methods 257-274
  Andrii Bondarchuk, Viktoriia Onyshchenko, Andrii Hashko, Andrii Strazhnikov, Nataliia Korshun

- Privacy-preserving security operations: Bridging the conformance gap between SOC efficiency and GDPR compliance 275-284
  Maksim Iavich, Giorgi Iashvili

- Security methods in .NET technology 285-295
  Serhii Buchyk, Serhii Toliupa, Oleksandr Buchyk, Anastasiia Shabanova

- Research on a new hybrid random number sequence generator 296-306
  Serhii Yanushevskyi, Heorhii Prokhorov, Oleksandr Hres, Yurii Yaremchuk, Volodymyr Lytvynenko

- Model of an intelligent decision support system to ensure cyber resilience of military information systems 307-316
  Olena Nehodenko, Svitlana Shevchenko, Vitalii Nehodenko, Yuliia Zhdanova

- Technological process management for cloud-based critical infrastructure under emerging threats and challenges 317-329
  Tetiana Smirnova, Oleksandr Dobrynchuk

- Formation of a conceptual model for cyber-physical monitoring of critical infrastructure environmental objects 330-341
  Vadym Chytulian, Andrii Kolodiuk, Ivan Oleinikov, Viktoriia Zhebka, Valeriia Balatska

- Ontology-based model for security management in IoT systems (short paper) 342-348
  Oleksiy Kovalenko, Natalia Karevina

- Scalability analysis of neural network architectures for voice biometric authentication (short paper) 349-357
  Khrystyna Ruda, Dmytro Sabodashko, Ihor Kos, Ivan Opirskyy, Alina Akhmedova

- On the stream ciphers based on the hidden algebraic graphs (short paper) 358-365
  Vasyl Ustimenko, Oleksandr Pustovit, Tymofii Svyrydenko

2025-12-08: submitted by Volodymyr Sokolov, metadata incl. bibliographic data published under Creative Commons CC0
2025-12-29: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|