| Vol-4126 urn:nbn:de:0074-4126-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).

# AISSLE 2025
Applied Intelligent Security Systems in Law Enforcement 2025

### Proceedings of the International Workshop on Applied Intelligent Security Systems in Law Enforcement (AISSLE-2025)

### Vinnytsia, Ukraine, October, 30-31, 2025.

Edited by

### Serhii Vladov*
Yevgeniy Bodyanskiy**
Vasyl Lytvyn***
Igor Aizenberg****
Lyubomyr Chyrun*****

* Kharkiv National University of Internal Affairs, Ukraine
** Kharkiv National University of Radio Electronics, Ukraine
*** Lviv Polytechnic National University, Ukraine
**** Manhattan University, United States of America
***** Ivan Franko National University, Ukraine

## Table of Contents

- Preface
  Summary: There were 33 papers submitted for peer-review to this workshop. Out of these, 21 papers were accepted for this volume, 21 as regular papers and 0 as short papers.

- Multidimensional cascade bagging metamodel and its online learning 1-11
  Sergiy Popov, Iryna Pliss, Yevgeniy Bodyanskiy
- Conflict-aware collaborative decision support for critical infrastructure 12-21
  Oksana Mulesa, Larysa Chala, Olena Melnyk, Olga Kachmar, Svitlana Baloha, Hanna Tiutiunnykova
- A data-centric approach to crowd counting: synthetic dataset creation and evaluation 22-34
  Olga Cherednichenko, Olena Yakovleva, Danylo Hrechyshkin
- Helicopter turboshaft engines’ gas temperature sensor readings monitoring integrated model using machine learning for predictive safety 35-47
  Serhii Vladov, Andrii Nevynitsyn, Maria Pysmenna, Nataliia Vladova, Volodymyr Mazharov, Artem Zelenskyi
- Optimization of centralization of network OS security resources based on dynamic transfer of control between network nodes 48-61
  Anatoliy Sachenko, Tomas Sochor, Bohdan Savenko, Yuriy Stetsyuk, Vasil Stetsyuk
- Method for deploying enterprise applications in a K8s cluster 62-73
  Andriy Yerokhin, Oleh Zolotukhin, Valentin Filatov, Maryna Kudryavtseva, Denys Kalinin
- Enhancing imbalanced classification in corporate risk modeling through a hybrid temporal and ensemble learning approach 74-95
  Valerii Sokurenko, Victoria Vysotska, Viktor Vasylenko, Anatolii Timoshyn, Lidia Kalienichenko, Mykola Marchuk, Oleksii Salmanov
- Routing algorithms in urban logistics for last mile delivery optimization 96-129
  Viacheslav Kovtun, Maria Yukhimchuk, Volodymyr Dubovoi, Yuliia Leshchenko, Vladislav Lesko
- Smart indoor evacuation using real-time beacons 130-148
  Oleksandr Muzychuk, Victoria Vysotska, Viktor Vasylenko, Mykhailo Tsuranov, Heorhii Zemlianko, Inna Khavina, Yurii Gnusov
- Parameterization and evaluation of the timed semantic influence algorithm efficiency based on the deviation of similarity matrices 149-158
  Lyubomyr Chyrun, Dmytro Uhryn, Yuriy Ushenko, Artem Kalancha, Oleh Pastukh
- Model of intelligent protection for temperature-based transmitting channels in laboratory sensor networks with embedded information processing 159-170
  Yaroslav Tarasenko, Serhii Orlov, Oleh Chervotoka, Oleh Dmitriiev, Nataliia Lada, Serhii Osadchyi
- Application of machine learning for predicting fraudulent anomalies in financial transactions 171-185
  Victoria Vysotska, Dmytro Uhryn, Oleksii Iliuk, Yuriy Ushenko, Vasyl Yatsyshyn
- Solving specific tasks of face image processing and analysis using artificial intelligence based tools 186-203
  Valerii Sokurenko, Bohdan Rusyn, Oleksandr Manzhai, Vitalii Nosov, Svitlana Luchyk, Vasil Luchyk
- AI-enhanced monitoring for law enforcement security systems 204-215
  Oleg Bisikalo, Mariya Yukhymchuk, Pavlo Strembitskyi, Vladyslav Lesko
- Trajectories caching for path planning in variable environments 216-225
  Vitaliy Yakovyna, Andrii Medvid
- Probabilistic thematic modelling of Ukrainian-language texts based on the Latent Dirichlet Allocation algorithm 226-291
  Victoria Vysotska, Denys Ptushkin, Rostyslav Fedchuk, Roman Lynnyk
- Detection of buffer overflow vulnerabilities in system software based on a graph and transformer model 292-305
  Oleg Savenko, Piotr Gaj, Yevhenii Sierhieiev
- Information technology for automatic detection of calls for terrorist acts in social media posts and comments based on machine learning 306-360
  Victoria Vysotska, Markiian Yatsyshyn, Roman Romanchuk, Vitalii Danylyk
- Hybrid method for protecting RTOS from failures and cyberattacks using compact Markov models 361-376
  Piotr Gaj, Tomas Sochor, Maksym Korobchynskyi, Bohdan Savenko, Oleksandr Kozelskyi
- Innovative virtual reality system for training in providing first aid in crisis and combat conditions of war using VR/AR technologies 377-435
  Sofia Chyrun, Victoria Vysotska
- Unpacking the value of “all rights reserved” on websites 436-451
  Oleksandr Muzychuk, Mariia Nazarkevych, Daniil Shmatkov, Yurii Onishchenko, Dmytro Pashniev, Vitalii Svitlychnyi

2025-11-12: submitted by Serhii Vladov, metadata incl. bibliographic data published under Creative Commons CC0
2025-12-11: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|