AISSLE 2025
Applied Intelligent Security Systems in Law Enforcement 2025

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