| Vol-4042 urn:nbn:de:0074-4042-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).

# CSDP 2025
Cyber Security and Data Protection 2025

### Proceedings of the Cyber Security and Data Protection

### Lviv, Ukraine, July 31, 2025.

Edited by

### Ivan Opirskyy *
Mikolaj Karpinski **
Orest Kochan *
Axel Sikora ***
Taras Maksymyuk *
Michał Podpora ****
Sergiy Gnatyuk *****
Biju Issac ******

* Lviv Polytechnic National University, Lviv, Ukraine
** Uniwersytet Komisji Edukacji Narodowejw Krakowie, Krakow, Poland
*** Hochschule Offenburg, Offenburg, Germany
**** Opole University of Technology, Opole, Poland
***** National Aviation University, Kyiv, Ukraine
****** Northumbria University, Newcastle upon Tyne, United Kingdom

## Table of Contents

- Preface
  Summary: There were 54 papers submitted for peer-review to this workshop. Out of these, 25 papers were accepted for this volume, 20 as regular papers and 5 as short papers.

- ML-trained model and method for blocking dangerous queries 1-16
  Tetiana Korobeinikova, Nazar Kravchuk

- Model and methodology for the formation of adaptive security profiles for the protection of wireless networks in the face of dynamic cyber threats 17-36
  Pavlo Skladannyi, Yuliya Kostyuk, Karyna Khorolska, Bohdan Bebeshko, Volodymyr Sokolov

- Architecture of the software system of confidential access to information resources of computer networks 37-53
  Yuliya Kostyuk, Svitlana Rzaieva, Karyna Khorolska, Nataliia Mazur, Nataliia Korshun

- A comparison of programming languages’ applicability for encrypted data analysis 54-63
  Leila Rzayeva, Abilkair Imanberdi, Yerassyl Yermekov

- Modeling of a cryptographic network based on application of CET-operations 64-79
  Volodymyr Rudnytskyi, Vira Babenko, Nаtaliia Lada, Tetiana Stabetska, Dmytro Pidlasyi, Liubomyr Parkhuts

- Intelligent data monitoring anomaly detection system based on statistical and machine learning approaches 80-89
  Yurii Klots, Vira Titova, Nataliia Petliak, Dmytro Tymoshchuk, Nataliya Zagorodna

- A model of a secure information system for cognitive data processing in IoT sensor networks for laboratory climatic testing 90-104
  Yaroslav Tarasenko, Oleh Chervotoka, Serhii Orlov, Nataliia Lada, Volodymyr Shapoval, Andrian Piskozub

- The method for verifying firmware integrity in IoT devices for secure boot using lightweight hash functions 105-116
  Inna Rozlomii, Emil Faure, Andrii Yarmilko, Serhii Naumenko

- Higher education cyber resilience: Intelligent protection of educational, administrative and resource systems 117-131
  Olena Kryvoruchko, Yaroslav Shestak, Elizaveta Zavhorodnya, Andriy Fesenko

- Preparing pre-service teachers for the digital era: Cyberethics, cybersafety, and cybersecurity skills as a core AI competency 132-141
  Oleksandr Termenzhy, Alla Kozhevnikova, Vitalii Susukailo

- Development of cyberthreat-resistant flood prediction systems using multi-sensor data verification 142-152
  Petro Venhersky, Orest Onyshchenko, Yaryna Kokovska, Oleksandr Korchenko

- The methodology for researching the cybersecurity of social platforms in relation to the number of communities 153-166
  Volodymyr Akhramovych, Vadym Akhramovych, Anna Ilyenko, Liliia Halata, Tetiana Okhrimenko, Olesia Yakovenko, Yevheniia Halych

- Intelligent system for hyperspectral image processing based on generative adversarial networks 167-179
  Victor Sineglazov, Oleksii Shcherban

- Information security and protection from cyber attacks as a component of the economic security system of the enterprise 180-192
  Sergiy Gnatyuk, Zarina Poberezhna, Maksym Zaliskyi

- A domain-oriented method for evaluating 5G core network software quality 193-202
  Viktor Gnatyuk, Roman Hamretskyi

- Development of a smart personnel security system using machine learning 203-215
  Maksym Bilychenko, Nataliia Kasianova, Serhii Smerichevskyi, Oleksandr Lavrynenko, Igor Kryvovyazyuk

- Digital forensics and cyber threat management during wartime: Analysis of new legislative initiatives 216-225
  Vasyl Yatskiv, Mykhailo Kasianchuk, Ludmila Babala, Serhii Kulyna

- Research on automated security incident management in public cloud environments 226-249
  Oksana Sapsai, Yevhenii Martseniuk, Andrii Partyka, Oleh Harasymchuk

- Information security risks associated with the uncontrolled storage of secrets in source code 250-271
  Vladyslav Chornii, Yevhenii Martseniuk, Andrii Partyka, Oleh Harasymchuk

- Security regression visualization in CI/CD using trivy and GitHub actions 272-281
  Yurii Zhuravchak, Danyil Zhuravchak, Anastasiia Zhuravchak, Ivan Opirskyy

- Optimization of virtual machine placement in a university cloud considering information security requirements (short paper) 282-290
  Bakhytzhan Akhmetov, Valerii Lakhno, Nurzhamal Oshanova, Gulistan Yelubay

- Method of quick hash functions quality determination (short paper) 291-299
  Andrii Sahun, Yevheniy Nikitenko, Pavlo Gikalo, Olena Panasko, Valerii Dudykevych

- Hybrid method for detecting cyber threats in the network traffic (short paper) 300-307
  Valeriy Lakhno, Sergiy Mamchenko, Alona Desiatko, Bohdan Bebeshko, Ihor Mirko

- Fuzzy logic system as a component of the web application security information system (short paper) 308-315
  Mikolaj Karpinski, Оleksandr Revniuk, Dmytro Tymoshchuk, Ruslan Kozak, Aizhan Tokkuliyeva

- CrypticWave: A zero-persistence ephemeral messaging system with client-side encryption (short paper) 316-323
  Maryna Derkach, Danylo Matiuk, Inna Skarga-Bandurova, Nataliya Zagorodna

2025-09-25: submitted by Ivan Opirskyy, metadata incl. bibliographic data published under Creative Commons CC0
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