Ilya Lebedev

Orcid: 0000-0001-6753-2181

According to our database1, Ilya Lebedev authored at least 42 papers between 2014 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Improving the Quality of the Identification of the Information Security State Based on Sample Segmentation.
Autom. Control. Comput. Sci., December, 2023

2022
Using Information about Influencing Factors to Split Data Samples in Machine Learning Methods for the Purposes of Assessing Information Security.
Autom. Control. Comput. Sci., December, 2022

2021
Acceleration of Global Optimization Algorithm by Detecting Local Extrema Based on Machine Learning.
Entropy, 2021

Software Identification by Standard Machine Learning Tools.
Autom. Control. Comput. Sci., 2021

Application of Ensembles of Neural Networks Trained on Unbalanced Samples for Analyzing Statuses of IoT Devices.
Autom. Control. Comput. Sci., 2021

Applying of Machine Learning for Analyzing Network Traffic in the Conditions of an Unbalanced Data Sample.
Proceedings of the Intelligent Distributed Computing XIV, 2021

2020
Identification of Anomalies in the Operation of Telecommunication Devices Based on Local Signal Spectra.
Autom. Control. Comput. Sci., 2020

Adaptive Global Optimization Using Graphics Accelerators.
Proceedings of the Supercomputing, 2020

The State Identification of Industry 4.0 Mechatronic Elements Based on Behavioral Patterns.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2020

Information Security State Analysis of Elements of Industry 4.0 Devices in Information Systems.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2020

Identification of Abnormal Functioning of Devices of Cyber-Physical Systems.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2020

Approach to the State Analysis of Industry 4.0 Nodes Based on Behavioral Patterns.
Proceedings of the Interactive Collaborative Robotics - 5th International Conference, 2020

2019
Adaptive Global Optimization Based on Nested Dimensionality Reduction.
Proceedings of the Optimization of Complex Systems: Theory, 2019

Parallel Global Optimization for Non-convex Mixed-Integer Problems.
Proceedings of the Supercomputing, 2019

Application of an Autonomous Object Behavior Model to Classify the Cybersecurity State.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2019

Approach to Side Channel-Based Cybersecurity Monitoring for Autonomous Unmanned Objects.
Proceedings of the Interactive Collaborative Robotics - 4th International Conference, 2019

2018
Studying the Effect of Selection of the Sign and Ratio in the Formation of a Signature in a Program Identification Problem.
Autom. Control. Comput. Sci., 2018

Comparison of Dimensionality Reduction Schemes for Parallel Global Optimization Algorithms.
Proceedings of the Supercomputing, 2018

An Approach to Classification of the Information Security State of Elements of Cyber-Physical Systems Using Side Electromagnetic Radiation.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2018

An Approach to Selecting an Informative Feature in Software Identification.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2018

A Global Optimization Algorithm for Non-Convex Mixed-Integer Problems.
Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

2017
Modeling of information influence on remote wireless network devices.
Autom. Control. Comput. Sci., 2017

Solving Time-Consuming Global Optimization Problems with Globalizer Software System.
Proceedings of the Supercomputing, 2017

Globalizer - A Parallel Software System for Solving Global Optimization Problems.
Proceedings of the Parallel Computing Technologies, 2017

Parallel Algorithm for Solving Constrained Global Optimization Problems.
Proceedings of the Parallel Computing Technologies, 2017

Comparing Two Approaches for Solving Constrained Global Optimization Problems.
Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Analysis of the state of information security on the basis of surious emission electronic components.
Proceedings of the 20th Conference of Open Innovations Association, 2017

Identification of executable files on the basis of statistical criteria.
Proceedings of the 20th Conference of Open Innovations Association, 2017

NOMA with imperfect SIC implementation.
Proceedings of the IEEE EUROCON 2017 -17th International Conference on Smart Technologies, 2017

2016
Information security of data channels based on a multifunctional tailored software and hardware solution.
Autom. Control. Comput. Sci., 2016

Implementation of symmetric encryption by State Standard 28147-89 algorithm on a graphical processor.
Autom. Control. Comput. Sci., 2016

Implementing a Broadcast Storm Attack on a Mission-Critical Wireless Sensor Network.
Proceedings of the Wired/Wireless Internet Communications, 2016

Dynamic Trust Management Framework for Robotic Multi-Agent Systems.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2016

The Analysis of Abnormal Behavior of the System Local Segment on the Basis of Statistical Data Obtained from the Network Infrastructure Monitoring.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2016

Solving GENOPT Problems with the Use of ExaMin Solver.
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016

Using preventive measures for the purpose of assuring information security of wireless communication channels.
Proceedings of the 18th Conference of Open Innovations Association and Seminar on Information Security and Protection of Information Technology, 2016

Research availability of devices based on wireless networks.
Proceedings of the 18th Conference of Open Innovations Association and Seminar on Information Security and Protection of Information Technology, 2016

2015
Use of Xeon Phi Coprocessor for Solving Global Optimization Problems.
Proceedings of the Parallel Computing Technologies - 13th International Conference, PaCT 2015, Petrozavodsk, Russia, August 31, 2015

The Monitoring of Information Security of Remote Devices of Wireless Networks.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2015

Self-localization of mobile robot in unknown environment.
Proceedings of the 17th Conference of Open Innovations Association FRUCT, 2015

2014
Trust and Reputation Mechanisms for Multi-agent Robotic Systems.
Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2014

The development and research of the indoor navigation system for a mobile robot with the possibility of obstacle detection.
Proceedings of 16th Conference of Open Innovations Association FRUCT, 2014


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