Suchergebnisse - "Vyacheslav Kharchenko"

Quality Models for Artificial Intelligence Systems: Characteristic-Based Approach, Development and Application von Kharchenko, Vyacheslav, Fesenko, Herman, Illiashenko, Oleg

“… The factors complicating the specification of requirements for artificial intelligence systems (AIS) and their verification for the AIS creation and …”
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Model and Method for Providing Resilience to Resource-Constrained AI-System von Moskalenko, Viacheslav, Kharchenko, Vyacheslav, Semenov, Serhii

“… Artificial intelligence technologies are becoming increasingly prevalent in resource-constrained, safety-critical embedded systems. Numerous methods exist to …”
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Security-Informed Safety Analysis of Autonomous Transport Systems Considering AI-Powered Cyberattacks and Protection von Illiashenko, Oleg, Kharchenko, Vyacheslav, Babeshko, Ievgen, Fesenko, Herman, Di Giandomenico, Felicita

“… The entropy-oriented approach called security- or cybersecurity-informed safety (SIS or CSIS, respectively) is discussed and developed in order to analyse and …”
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Digital Image Representation by Atomic Functions: The Compression and Protection of Data for Edge Computing in IoT Systems von Makarichev, Viktor, Lukin, Vladimir, Illiashenko, Oleg, Kharchenko, Vyacheslav

“… Digital images are used in various technological, financial, economic, and social processes. Huge datasets of high-resolution images require protected storage …”
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Resilience and Resilient Systems of Artificial Intelligence: Taxonomy, Models and Methods von Moskalenko, Viacheslav, Kharchenko, Vyacheslav, Moskalenko, Alona, Kuzikov, Borys

“… Artificial intelligence systems are increasingly being used in industrial applications, security and military contexts, disaster response complexes, policing …”
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Resilience-aware MLOps for AI-based medical diagnostic system von Moskalenko, Viacheslav, Kharchenko, Vyacheslav

“… The healthcare sector demands a higher degree of responsibility, trustworthiness, and accountability when implementing Artificial Intelligence (AI) systems …”
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A model of ensuring LLM cybersecurity von Neretin, Oleksii, Kharchenko, Vyacheslav

“… The subject of study is a model for ensuring cybersecurity of Large Language Models (LLM). The goal of this study is to develop and analyze the components of …”
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UAV and IoT-Based Systems for the Monitoring of Industrial Facilities Using Digital Twins: Methodology, Reliability Models, and Application von Sun, Yun, Fesenko, Herman, Kharchenko, Vyacheslav, Zhong, Luo, Kliushnikov, Ihor, Illiashenko, Oleg, Morozova, Olga, Sachenko, Anatoliy

“… This paper suggests a methodology (conception and principles) for building two-mode monitoring systems (SMs) for industrial facilities and their adjacent …”
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Cybersecurity risk analysis of multifunctional UAV fleet systems: a conceptual model and IMECA-based technique von Zemlianko, Heorhii, Kharchenko, Vyacheslav

“… The subject of this study is to ensure the cybersecurity of systems of multifunctional UAV fleets (SMF UAV). The purpose of this study is to identify and …”
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Stochastic forecasting of variable small data as a basis for analyzing an early stage of a cyber epidemic von Kovtun, Viacheslav, Grochla, Krzysztof, Kharchenko, Vyacheslav, Haq, Mohd Anul, Semenov, Andriy

“… Security Information and Event Management (SIEM) technologies play an important role in the architecture of modern cyber protection tools. One of the main …”
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Methods and Software Tools for Reliable Operation of Flying LiFi Networks in Destruction Conditions von Fesenko, Herman, Illiashenko, Oleg, Kharchenko, Vyacheslav, Leichenko, Kyrylo, Sachenko, Anatoliy, Scislo, Lukasz

“… The analysis of utilising unmanned aerial vehicles (UAVs) to form flying networks in obstacle conditions and various algorithms for obstacle avoidance is …”
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Parameterization of the Stochastic Model for Evaluating Variable Small Data in the Shannon Entropy Basis von Bisikalo, Oleh, Kharchenko, Vyacheslav, Kovtun, Viacheslav, Krak, Iurii, Pavlov, Sergii

“… The article analytically summarizes the idea of applying Shannon’s principle of entropy maximization to sets that represent the results of observations of the …”
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Robotic-biological systems for detection and identification of explosive ordnance: concept, general structure, and models von Fedorenko, Gennadiy, Fesenko, Herman, Kharchenko, Vyacheslav, Kliushnikov, Ihor, Tolkunov, Ihor

“… The subject of this study is systems for detection and identification (D&I) of explosive ordnance (EO). The aim of this study is to develop a concept, general …”
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Cybersecurity and Artificial Intelligence: Triad-Based Analysis and Attacks Review von Veprytska, Olena, Kharchenko, Vyacheslav, Illiashenko, Oleg

“… This study aims to expand the understanding of Artificial Intelligence (AI) attack scenarios and develop effective protection mechanisms against them. The …”
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Deployment of a UAV swarm-based LiFi network in the obstacle-ridden environment: algorithms of finding the path for UAV placement von Leichenko, Kyrylo, Fesenko, Herman, Kharchenko, Vyacheslav, Illiashenko, Oleg

“… The subject of this study is unmanned aerial vehicle (UAV)-based wireless networks in an obstacle-ridden environment. The aim of this study is to develop …”
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Towards Trustworthy Safety Assessment by Providing Expert and Tool-Based XMECA Techniques von Babeshko, Ievgen, Illiashenko, Oleg, Kharchenko, Vyacheslav, Leontiev, Kostiantyn

“… Safety assessment of modern critical instrumentation and control systems is a complicated process considerably dependent on expert techniques, single/multiple …”
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UAV Fleet as a Dependable Service for Smart Cities: Model-Based Assessment and Application von Kharchenko, Vyacheslav, Kliushnikov, Ihor, Rucinski, Andrzej, Fesenko, Herman, Illiashenko, Oleg

“… The paper suggests a model-based approach to assessment and choice of parameters of unmanned aerial vehicle (UAV) fleets applied as one of the main services …”
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Deep learning models for detection of explosive ordnance using autonomous robotic systems: trade-off between accuracy and real-time processing speed von Mishchuk, Vadym, Fesenko, Herman, Kharchenko, Vyacheslav

“… The study focuses on deep learning models for real-time explosive ordnance detection (EO). This study aimed to evaluate and compare the performance of YOLOv8 …”
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Application of dynamic programming approach to computation of atomic functions von Makarichev, Victor, Kharchenko, Vyacheslav

“… The special class of atomic functions is considered. The atomic function is a solution with compact support of linear differential functional equation with …”
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Generalisation of availability models for resilient systems with online verification von Kharchenko, Vyacheslav, Ponochovnyi, Yuriy, Ivasiuk, Oleksandr, Illiashenko, Oleg, Ponochovna, Olena

“… This paper analyses online verification methods for safety- and security-critical systems, including aerospace, nuclear instrumentation, and smart home …”
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