2026

Security, Fault Tolerance, Intelligence: рroceedings of the IX International Conference ICSFTI2026, Kyiv, Ukraine, may 8, june 30, 2026. – Kyiv : Igor Sikorsky Kyiv Polytechnic Institute, publisning house “Polytechnica”, 2026.

_{The cover of the online edition was created by AI. All similarities to copyrighted objects are coincidental.}

Published: 2026-05-09

Plenary Section

AN INTEGRATED APPROACH TO ANALYZING COURSE STRUCTURE USING LLM AND PREREQUISITE GRAPHS

Yehor Hrybenko, Mykhailo Novotarskiy

112-126
CLASSIFICATION OF METRICS FOR PROACTIVE ANOMALY DETECTION IN DISTRIBUTED SYSTEM NODE LOADS

Oleh Dubynskyi, Victor Porev

60-71
ACTION SPACE REDUCTION IN REINFORCEMENT LEARNING USING THE MAXIMUM WIDTH OF THE OPERATION GRAPH FOR FLEXIBLE SCHEDULING PROBLEMS

Oleksii Pysarchuk, Kostiantyn Hrishchenko

12-25

Security, Fault Tolerance (FT)

SAFETY MEASURES IN PEER-TO-PEER NETWORKS

Herman Kaidaniuk, Oleksandr Dolgolenko

180-192
A NAVIGATION METHOD FOR AUTONOMOUS UNMANNED VEHICLES UNDER INTERFERENCE CONDITIONS

Vladyslav Shatrov, Victor Selivanov

323-335
ARITHMETIC CIRCUIT COMPLEXITY OF LEGACY CRYPTOGRAPHIC STANDARDS AS A BARRIER TO ZERO-KNOWLEDGE CREDENTIAL VERIFICATION

Mykhailo Sokolov, Oleksandr Dolgolenko

72-84
A GENERALIZED GL-MODEL OF FAILURE BEHAVIOR OF FAULT-TOLERANT MULTIPROCESSOR SYSTEMS WITH INTER-SUBSYSTEM RESOURCE SHARING

Kostiantyn Morozov, Daniil Halytsky

308-322
COMPARISON OF TCP CONGESTION CONTROL ALGORITHMS IN NETWORKS WITH DELAY AND LOSS

Yaroslav Fedoriachenko

368-381

Machine learning, Big Data (AI)

EVALUATION OF THE ROBUSTNESS OF MULTIPLE OBJECT TRACKING METHODS TO PARTIAL OCCLUSIONS IN VIDEO SEQUENCES

Mykhailo Pinskyi, Anatoliy Sergiyenko
METHOD OF ADAPTIVE CRM PROCESS OPTIMIZATION BASED ON SCORING AND STATUS AUTOMATION

Serhii Korniichuk, Yurii Kulakov

193-210
METHOD OF ATTENDANCE ANALYSIS TAKING INTO EXTERNAL FACTORS IN TIME ACCOUNTING SYSTEMS

Anatolii Khramchenko, Valerii Pavlov

245-260
ARCHITECTURE OF A SECURE DIGITAL REPOSITORY SYSTEM WITH AUTOMATED METADATA GENERATION AND ROLE-BASED ACCESS CONTROL

Tymofii Antonenko, Valerii Pavlov

156-167
METHOD OF CLASSIFYING IMAGES OF MOLES FOR DETECTING MELANOMA

Kristina Hrabenko, Vladyslav Taran

97-111
A METHOD OF IMPROVING LLM INFERENCE EFFICIENCY VIA CASCADE ROUTING BASED ON SEMANTIC ENTROPY EVALUATION

Vasyl Khrapko, Artem Volokyta

355-367
A METHOD FOR INTELLIGENT PROCESSING AND RETRIEVAL OF MULTIMEDIA DATA

Illia Kniaziev, Valerii Pavlov

336-354
METHOD FOR STATISTICAL DROPOUT RISK ASSESSMENT IN PSYCHOLOGICAL THERAPY BASED ON DE-IDENTIFIED SESSION DATA

Maksym Zaryshniak, Liudmyla Mishchenko

138-155
REDUCING THE SEARCH SPACE IN SYMBOLIC PLANNING USING NEURAL COST ESTIMATION

Anton Yasnov, Volokyta Artem

42-59
COMPARATIVE ANALYSIS OF PERSONALIZED RESPONSE GENERATION METHODS BASED ON MESSENGER CORPUS

Bohdan Utenko, Vladyslav Taran

26-41
IMPROVING PORTRAIT STYLE TRANSFER

Pavlo Kopka, Artem Volokyta

168-179

IoT, Real Time Systems (RT)

VISUAL COORDINATION METHOD FOR AN AUTONOMOUS UNMANNED AERIAL VEHICLE FORMATION

Anastasiia Danevych

293-307
INTERACTIVE MOBILE SYSTEM FOR STIMULATING CUSTOMER ACTIVITY IN RETAIL ESTABLISHMENTS

Yaroslav Berlinskyi, Oleksandr Dolgolenko

261-275
BIOMETRIC ACCESS CONTROL FOR BEAGLEBONE BLACK WITH SECURED SSH AND LOCAL WEB INTERFACE: EVENT-DRIVEN SERVICE MANAGEMENT

Dmytro Voznytsia, Iryna Klymenko

1-11
FAST FOURIER TRANSFORMATION BASED FINITE IMPULSE RESPONSE FILTER

Dmytro Bets, Artem Volokyta

85-96
HARDWARE ARCHITECTURE OF A DISTRIBUTED CONTROL SYSTEM FOR A ROBOTIC PLATFORM IN THE ROS2 ECOSYSTEM

Danylo Lytvynenko, Iryna Klymenko

127-137
OPTIMIZATION OF THE APPLICATION-LEVEL CHECKPOINTING INTERVAL IN STATEFUL MICROSERVICES

Bohdan Marchuk, Viktor Selivanov

211-226
IOT INFRASTRUCTURE FOR POWER GRID CONTROL AND FACILITY SAFETY

Serhii Bondarenko, Artem Volokyta

227-244
EVALUATION OF THE ROBUSTNESS OF MULTIPLE OBJECT TRACKING METHODS TO PARTIAL OCCLUSIONS IN VIDEO SEQUENCES

Mykhailo Pinskyi, Anatoliy Sergiyenko

276-292

2026

Plenary Section

AN INTEGRATED APPROACH TO ANALYZING COURSE STRUCTURE USING LLM AND PREREQUISITE GRAPHS

CLASSIFICATION OF METRICS FOR PROACTIVE ANOMALY DETECTION IN DISTRIBUTED SYSTEM NODE LOADS

ACTION SPACE REDUCTION IN REINFORCEMENT LEARNING USING THE MAXIMUM WIDTH OF THE OPERATION GRAPH FOR FLEXIBLE SCHEDULING PROBLEMS

Security, Fault Tolerance (FT)

SAFETY MEASURES IN PEER-TO-PEER NETWORKS

A NAVIGATION METHOD FOR AUTONOMOUS UNMANNED VEHICLES UNDER INTERFERENCE CONDITIONS

ARITHMETIC CIRCUIT COMPLEXITY OF LEGACY CRYPTOGRAPHIC STANDARDS AS A BARRIER TO ZERO-KNOWLEDGE CREDENTIAL VERIFICATION

A GENERALIZED GL-MODEL OF FAILURE BEHAVIOR OF FAULT-TOLERANT MULTIPROCESSOR SYSTEMS WITH INTER-SUBSYSTEM RESOURCE SHARING

COMPARISON OF TCP CONGESTION CONTROL ALGORITHMS IN NETWORKS WITH DELAY AND LOSS

Machine learning, Big Data (AI)

EVALUATION OF THE ROBUSTNESS OF MULTIPLE OBJECT TRACKING METHODS TO PARTIAL OCCLUSIONS IN VIDEO SEQUENCES

METHOD OF ADAPTIVE CRM PROCESS OPTIMIZATION BASED ON SCORING AND STATUS AUTOMATION

METHOD OF ATTENDANCE ANALYSIS TAKING INTO EXTERNAL FACTORS IN TIME ACCOUNTING SYSTEMS

ARCHITECTURE OF A SECURE DIGITAL REPOSITORY SYSTEM WITH AUTOMATED METADATA GENERATION AND ROLE-BASED ACCESS CONTROL

METHOD OF CLASSIFYING IMAGES OF MOLES FOR DETECTING MELANOMA

A METHOD OF IMPROVING LLM INFERENCE EFFICIENCY VIA CASCADE ROUTING BASED ON SEMANTIC ENTROPY EVALUATION

A METHOD FOR INTELLIGENT PROCESSING AND RETRIEVAL OF MULTIMEDIA DATA

METHOD FOR STATISTICAL DROPOUT RISK ASSESSMENT IN PSYCHOLOGICAL THERAPY BASED ON DE-IDENTIFIED SESSION DATA

REDUCING THE SEARCH SPACE IN SYMBOLIC PLANNING USING NEURAL COST ESTIMATION

COMPARATIVE ANALYSIS OF PERSONALIZED RESPONSE GENERATION METHODS BASED ON MESSENGER CORPUS

IMPROVING PORTRAIT STYLE TRANSFER

IoT, Real Time Systems (RT)

VISUAL COORDINATION METHOD FOR AN AUTONOMOUS UNMANNED AERIAL VEHICLE FORMATION

INTERACTIVE MOBILE SYSTEM FOR STIMULATING CUSTOMER ACTIVITY IN RETAIL ESTABLISHMENTS

BIOMETRIC ACCESS CONTROL FOR BEAGLEBONE BLACK WITH SECURED SSH AND LOCAL WEB INTERFACE: EVENT-DRIVEN SERVICE MANAGEMENT

FAST FOURIER TRANSFORMATION BASED FINITE IMPULSE RESPONSE FILTER

HARDWARE ARCHITECTURE OF A DISTRIBUTED CONTROL SYSTEM FOR A ROBOTIC PLATFORM IN THE ROS2 ECOSYSTEM

OPTIMIZATION OF THE APPLICATION-LEVEL CHECKPOINTING INTERVAL IN STATEFUL MICROSERVICES

IOT INFRASTRUCTURE FOR POWER GRID CONTROL AND FACILITY SAFETY

EVALUATION OF THE ROBUSTNESS OF MULTIPLE OBJECT TRACKING METHODS TO PARTIAL OCCLUSIONS IN VIDEO SEQUENCES

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