| Vol-3156 urn:nbn:de:0074-3156-8 Copyright © 2022 for the individual papers by the papers' authors. Copyright © 2022 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).

# IntelITSIS 2022
Intelligent Information Technologies & Systems of Information Security 2022

### Proceedings of the 3rd International Workshop on Intelligent Information Technologies & Systems of Information Security

### Khmelnytskyi, Ukraine, March 23–25, 2022.

Edited by

### Tetiana Hovorushchenko *
Oleg Savenko *
Peter Popov **
Sergii Lysenko *

* Khmelnytskyi National University, Computer Engineering & Information Systems Department, Khmelnytskyi, Ukraine
** City University of London, Centre for Software Reliability, London, Great Britain

## Table of Contents

- Preface
  Summary: There were 120 papers submitted for peer-review to this workshop. Out of these, 52 papers were accepted for this volume, 51 as regular papers and 1 as short paper.
- Committees
- Organizer and Partners

### Plenary Session: Invited Talks

- On determining the state of processors of a multiprocessor system during its testing (keynote) 1-12
  Alexei Romankevich, Kostiantyn Morozov, Vitaliy Romankevich
- Finding Moving Targets on the Projection Image from the Laser Emitter of the Multimedia Trainer (keynote) 13-22
  Serhii Yaremenko, Iurii Krak
- A Web-Based Application for Modeling and Deploying Fuzzy Logic-Based Decision Support Systems for Autonomous Cyberphysical Systems (keynote) 23-32
  Anatoliy Melnyk, Bohdan Zimchenko
- Modeling of Negotiations Between Supply Chain Participants Based on a Multi-Agent System (keynote) 33-43
  Eugene Fedorov, Olga Nechyporenko
- Post-Train Adaptive MobileNet for Fast Anti-Spoofing (keynote) 44-53
  Kostiantyn Khabarlak

### Session 1: Intelligent Information Technologies

- Methods of Searching for Associative Rules for Inhomogeneous Data in Semantic Networks 54-71
  Nataliya Boyko, Vladyslav Mykhailyshyn
- Frequency pattern growth algorithm (FP) for multimodal data extraction 72-82
  Nataliya Boyko, Oleksandr Tkachyk
- Research of the influence of phonation variability on the result of the process of recognition of language units 83-92
  Oleg Bisikalo, Olesia Boivan, Oksana Kovtun, Viacheslav Kovtun
- Comparison Analysis of the Pearson’s Phi-Square Test and Correlation Metric Effectiveness to Form the Subset of Differently Expressed and Mutually Correlated Genes 93-102
  Lyudmyla Yasinska-Damri, Sergii Babichev, Igor Liakh
- Computer Ontology of Mathematical Models of Cyclic Space-Time Structure Signals 103-118
  Christopher Nnamene, Serhii Lupenko, Oleksandr Volyanyk, Oleksandra Orobchuk
- Area of Interest Based Assessment of Software Interface Usability for Human-Computer Interaction Using Eye-Tracking 119-128
  Oleksandr Gordieiev, Vyacheslav Kharchenko, Daria Gordieieva, Inna Kondius, Nataliia Lishchyna
- Information and Cognitive Components of Knowledge Formation in Procedures for Assessing Dynamic Situations in Cyber-Physical 129-139
  Lubomir Sikora, Natalia Lysa, Rostyslav Tkachuk, Bohdana Fedyna, Olga Fedevych
- Fuzzy Model of Raster Transformation of Square Elements 140-149
  Bohdan Durnyak, Mikola Lutskiv, Petro Shepita
- The use of the Kolmogorov–Wiener filter for prediction of heavy-tail stationary processes 150-159
  Vyacheslav Gorev, Alexander Gusev, Valerii Korniienko
- Collective Models of the Aviation Human-Operators in Emergency for IntelligentDecisionSupportSystem 160-174
  Tetiana Shmelova, Yuliya Sikirda, Maxim Yatsko, Mykola Kasatkin
- Model for Verification of Intelligence of Multiagent Systems 175-186
  Oleksandr Martynyuk, Oleksandr Drozd, Anatoliy Sachenko, Kostiantyn Zashcholkin, Igor Mileiko
- Analysis of X-ray moiré images using artificial neural networks 187-197
  Serhiy Balovsyak, Ihor Fodchuk, Khrystyna Odaiska, Yuriy Roman, Elena Zaitseva
- Improving the Accuracy of Software Reliability Modeling by Predicting the Number of Secondary Software Defects 198-207
  Oleg Odarushchenko, Elena Odarushchenko, Olena Kopishynska, Oleksandr Rudenko, Anatoliy Gorbenko
- Information technology of adolescents` professional self-identification 208-217
  Svitlana Terenchuk, Yuliia Riabchun, Mykyta Poliakov, Nataliia Poltorachenko, Vitaly Levashenko
- Recognizing the Fictitious Business Entity on Logistic Regression Base 218-227
  Andriy Krysovatyy, Hrystyna Lipianina-Honcharenko, Svitlana Sachenko, Oksana Desyatnyuk, Arkadiusz Banasik, Iryna Lukasevych-Krutnyk
- A Comparison of Methods for Identifying the Priority Hierarchy of Influencing Factors 228-237
  Oleksandr Tymchenko, Orest Khamula, Svitlana Vasiuta, Olha Sosnovska, Oksana Mlynko
- Thickener control on the basis of ultrasonic measurements and fuzzy inference 238-248
  Vladimir Morkun, Natalia Morkun, Oleksandra Serdiuk, Alona Haponenko, Artem Boyarchuk
- Theoretical and Applied Principles of Information Technology for Anti- Money Laundering 249-261
  Iryna Moiseienko, Ivanna Dronyuk
- Covid'19 Vaccination Decision-Making Method and Subsystem Based on Civil Law 262-273
  Yelyzaveta Hnatchuk, Alla Herts, Andrii Misiats, Tetiana Hovorushchenko, Krishna Kant Singh
- Determining rock varieties on the basis of fuzzy clustering of ultrasonic measurement results 274-283
  Volodymyr Morkun, Gerhard Fischerauer, Natalia Morkun, Vitalii Tron, Alona Haponenko
- Convolutional Neural Network for Parking Slots Detection 284-293
  Pavlo Radiuk, Olga Pavlova, Houda El Bouhissi, Volodymyr Avsiyevych, Volodymyr Kovalenko
- Intelligent information technology for organizing swimming competitions 294-304
  Yaroslav Hnatchuk, Alina Hnatchuk, Ivan Hlukhov, Ivan Karatnyk, Artem Boyarchuk

### Session 2: Systems of Information Security

- Information technologies of active control of complex hierarchical systems under threats and information attacks 305-318
  Volodymyr Sabat, Lyubomyr Sikora, Bohdan Durnyak, Olga Fedevych, Nataliia Lysa
- Method of Facial Geometric Feature Representation for Information Security Systems 319-328
  Oleg Kalyta, Iurii Krak, Olexander Barmak, Waldemar Wojcik, Pavlo Radiuk
- Self-organized distributed anomaly detection system in computer systems based on the principal components method 329-351
  Bohdan Savenko, Antonina Kashtalian, Tomas Sochor, Andrii Nicheporuk
- Method of Ensuring the Failure Resistance of Specialized Information Technologies Under the Influence of Malicious Software 352-364
  Mykola Stetsyuk, Antonina Kashtalian, Andrzej Kwiecień, Oleg Sachenko
- Method of Multi-Bit Numbers Multiplication in Residue Number System for Asymmetric Cryptosystems 365-377
  Mykhailo Kasianchuk, Ihor Yakymenko, Vasyl Yatskiv, Mikolaj Karpinski, Solomiya Yatskiv
- Research of the Neural Network Module for Detecting Anomalies in Network Traffic 378-389
  Yurii Klots, Vira Titova, Natalia Petliak, Viktor Cheshun, Abdel-Badeeh M. Salem
- The Model for Calculating the Quantitative Criteria for Assessing the Security Level of Information and Telecommunication Systems 390-399
  Sergiy Gnatyuk, Oleksiy Yudin, Viktoriia Sydorenko, Tetiana Smirnova, Artem Polozhentsev
- Botnet Detection Approach Based on DNS 400-410
  Sergii Lysenko, Kira Bobrovnikova, Bohdan Savenko, Piotr Gaj, Oleg Savenko
- Machine Learning Based Techniques for Cyberattacks Detection in the Internet of Things Infrastructure 411-420
  Kira Bobrovnikova, Sergii Lysenko, Ivan Hurman, Andrzej Kwiecień
- Centralized distributed system for cyberattack detection in corporate network based on multifractal analysis 421-431
  Anastasiia Nicheporuk, Serhii Tabenskyi, Pavlo Rehida, Oleg Savenko, Andrii Nicheporuk
- Proof of stake and Proof of work approach for malware detection technologies 432-441
  Dmytro Denysiuk, Tomas Sochor, Mariia Kapustian

### Session 3: Computer systems and networks

- Modeling the Distribution of Infectious Diseases Using Parallel Calculations 442-457
  Lesia Mochurad, Natalya Kustra
- On Image Complexity in Viewpoint of Image Processing Performance 458-473
  Vladimir Lukin, Sergey Krivenko, Fangfang Li, Sergey Abramov, Victor Makarichev
- Augmented Checkability of LUT-oriented Circuits in FPGA-based Components of Safety-Related Systems 474-483
  Oleksandr Drozd, Illya Baskov, Oleksandr Martynyuk, Kostiantyn Zashcholkin, Myroslav Drozd
- Consensus protocol security analysis using an algebraic virtual machine 484-493
  Oleksandr Letychevskyi, Volodymyr Peschanenko, Serhii Horbatiuk
- Cyber-Physical System for Donor Organs' Rejection Risks Prevention Based on Donor and Recipient Health Monitoring 494-504
  Tetiana Hovorushchenko, Peter Popov, Mariia Kapustian, Denys Lyubovetskyi, Olha Hovorushchenko
- Image Classification Accuracy Analysis for Three-channel Remote Sensing Data 505-519
  Fangfang Li, Vladimir Lukin, Galina Proskura, Irina Vasilyeva, Galina Chernova
- Analysis of the effectiveness of means to achieve optimal color balancing in obtaining a digital photographic image 520-538
  Bohdan Kovalskyi, Myroslava Dubnevych, Tetyana Holubnyk, Inna Skarga-Bandurova, Ludmyla Maik, Zoryana Selmenska
- Intellectual tools to prevent road accidents by monitoring the driver's physiological state 539-546
  Anatoliy Melnyk, Yurii Morozov, Bohdan Havano, Petro Hupalo
- Computer System for Evaluation the Reliability of Technological Systems 547-560
  Kateryna Yalova, Kseniia Yashyna, Leonid Dranishnikov, Abdel-Badeeh M. Salem
- Information System for Estimation Spatial Characteristics of Lineament Networks Derived from Satellite Images 561-571
  Volodymyr Hnatushenko, Olga Korobko, Vasyl Lytvyn, Sergey Nikulin, Kateryna Sergieieva
- Mathematical Fundamentals of Structural and Entropic Analysis of Digital Data Flows 572-586
  Nataliia Vozna, Andriy Segin, Igor Pitukh, Artur Voronych, Luybov Nykolaychuk
- Prototyping Fully Decentralized Supply Chain Management Information System Using Blockchain 587-598
  Roman Sytnyk, Viktoriia Hnatushenko, Volodymyr Hnatushenko
- Optoelectronic cyber-physical system of monitoring of nature protection areas 599-612
  Yaroslav Nykolaychuk, Taras Hrynchyshyn, Yaroslav Petrashuk, Volodymyr Hryha, Zinoviy Osypenko
- Augmented reality based technology and scenarios for route planning and visualization 613-623
  Olga Pavlova, Andriy Bashta, Sofiia Kravchuk, Yaroslav Hnatchuk, Houda El Bouhissi

2022-05-31: submitted by Sergii Lysenko, metadata incl. bibliographic data published under Creative Commons CC0
2022-06-16: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|