每年出版 12 期
ISSN 打印: 0040-2508
ISSN 在线: 1943-6009
Indexed in
INTELLIGENT SIMULATION OF NETWORK WORM PROPAGATION USING THE CODE RED AS AN EXAMPLE
摘要
The problem of information protection in telecommunication networks related to the prevention of epidemics of malicious software is considered. An analysis of deterministic models of the propagation of computer viruses in a heterogeneous network taking into account its topological and architectural features is carried out. A class of epidemic caused by network worms is highlighted. A multi-agent model of network worm propagation is proposed and its adequacy is shown on the basis of a comparative study of existing mathematical models. The graphs of the dependence of the number of infected nodes of the network on the time of the functioning of the computer system in the spread of the epidemic are constructed.
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Chumachenko Dmytro, Yakovlev Sergiy, On Intelligent Agent-Based Simulation of Network Worms Propagation, 2019 IEEE 15th International Conference on the Experience of Designing and Application of CAD Systems (CADSM), 2019. Crossref
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Chumachenko Dmytro, Yakovlev Sergiy, Development of Deterministic Models of Malicious Software Distribution in Heterogeneous Networks, 2019 3rd International Conference on Advanced Information and Communications Technologies (AICT), 2019. Crossref
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Chumachenko Dmytro, Meniailov Ievgen, Bazilevych Kseniia, Chukhray Andrii, Intelligent Multiagent Approach to Diphtheria Infection Epidemic Process Simulation, 2019 IEEE 2nd Ukraine Conference on Electrical and Computer Engineering (UKRCON), 2019. Crossref
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Chumachenko Dmytro, Chumachenko Tetyana, Intelligent Agent-Based Simulation of HIV Epidemic Process, in Lecture Notes in Computational Intelligence and Decision Making, 1020, 2020. Crossref
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Piletskiy Pavlo, Chumachenko Dmytro, Meniailov Ievgen, Development and Analysis of Intelligent Recommendation System Using Machine Learning Approach, in Integrated Computer Technologies in Mechanical Engineering, 1113, 2020. Crossref
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Levchenko Bohdan, Chukhray Andrii, Chumachenko Dmytro, Development of Game Modules with Support for Synchronous Multiplayer Based on Unreal Engine 4 Using Artificial Intelligence Approach, in Integrated Computer Technologies in Mechanical Engineering, 1113, 2020. Crossref
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Chumachenko Dmytro, Chumachenko Tetyana, Meniailov Ievgen, Pyrohov Pavlo, Kuzin Ihor, Rodyna Roman, On-Line Data Processing, Simulation and Forecasting of the Coronavirus Disease (COVID-19) Propagation in Ukraine Based on Machine Learning Approach, in Data Stream Mining & Processing, 1158, 2020. Crossref
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Chumachenko Dmytro, Meniailov Ievgen, Bazilevych Kseniia, Chumachenko Tetyana, On Intelligent Decision Making in Multiagent Systems in Conditions of Uncertainty, 2019 XIth International Scientific and Practical Conference on Electronics and Information Technologies (ELIT), 2019. Crossref
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Chumachenko Dmytro, Meniailov Ievgen, Bazilevych Kseniia, Kuznetsova Yuliia, Chumachenko Tetyana, Development of an intelligent agent-based model of the epidemic process of syphilis, 2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT), 2019. Crossref
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Hrimov Andrew, Meniailov Ievgen, Chumachenko Dmytro, Bazilevych Kseniia, Chumachenko Tetyana, Classification of Diabetes Disease Using Logistic Regression Method, in Integrated Computer Technologies in Mechanical Engineering - 2020, 188, 2021. Crossref
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Dotsenko Nataliia, Chumachenko Dmytro, Chumachenko Igor, Husieva Yuliia, Lysenko Dmytro, Kadykova Iryna, Kosenko Nataliia, Human Resource Management Tools in a Multiproject Environment, in Integrated Computer Technologies in Mechanical Engineering - 2020, 188, 2021. Crossref
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Padalko Nina, Padalko Halyna, Padalko Anatoliy, On Using Information and Communication Technologies in Process of Mathematical Specialties Education, in Integrated Computer Technologies in Mechanical Engineering - 2020, 188, 2021. Crossref
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Chumachenko Dmytro, Yakovlev Sergiy, Meniailov Ievgen, Bazilevych Kseniia, Padalko Halyna, Intelligent Simulation of Competitive Behavior in a Business System, in Congress on Intelligent Systems, 1335, 2021. Crossref
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Martínez Martínez Isabella, Florián Quitián Andrés, Díaz-López Daniel, Nespoli Pantaleone, Gómez Mármol Félix, Li Yafei, MalSEIRS: Forecasting Malware Spread Based on Compartmental Models in Epidemiology, Complexity, 2021, 2021. Crossref
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Lopatka Vladislav, Meniailov Ievgen, Bazilevych Kseniia, Classification and Prediction of Diabetes Disease Using Modified k-neighbors Method, 2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT), 2021. Crossref
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Bazilevych Kseniia, Butkevych Mykola, Padalko Halyna, Classification of Cardiovascular Disease Using AdaBoost Method, in Smart Technologies in Urban Engineering, 536, 2023. Crossref
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Meniailov Ievgen, Krivtsov Serhii, Chumachenko Tetyana, Dimensionality Reduction of Diabetes Mellitus Patient Data Using the T-Distributed Stochastic Neighbor Embedding, in Smart Technologies in Urban Engineering, 536, 2023. Crossref