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