Application of an autonomous object behavior model to classify the cybersecurity state
VV Semenov, IS Lebedev, ME Sukhoparov… - … Conference on Next …, 2019 - Springer
This paper considers the issues of ensuring the cybersecurity of autonomous objects.
Prerequisites that determine the application of additional independent methods for assessing the …
Prerequisites that determine the application of additional independent methods for assessing the …
Adaptive learning and integrated use of information flow forecasting methods
IS Lebedev, ME Sukhoparov - Emerging Science Journal, 2023 - ijournalse.org
This research aims to improve quality indicators in solving classification and regression
problems based on the adaptive selection of various machine learning models on separate data …
problems based on the adaptive selection of various machine learning models on separate data …
Improving the Quality of the Identification of the Information Security State Based on Sample Segmentation
ME Sukhoparov, IS Lebedev - Automatic Control and Computer Sciences, 2023 - Springer
Increasing the quality indicators for identifying the information security (IS) state of individual
segments of cyber-physical systems is related to processing large information arrays. A …
segments of cyber-physical systems is related to processing large information arrays. A …
The state identification of industry 4.0 mechatronic elements based on behavioral patterns
ME Sukhoparov, VV Semenov… - … Conference on Next …, 2020 - Springer
Problematic questions of the state of the Industry 4.0 mechatronic elements have been
considered. The prerequisites determining the need to use external monitoring systems have …
considered. The prerequisites determining the need to use external monitoring systems have …
Improving the Quality Indicators of Multilevel Data Sampling Processing Models Based on Unsupervised Clustering
IS Lebedev, ME Sukhoparov - Emerging Science Journal, 2024 - ijournalse.org
This paper presents a solution for building and implementing data processing models and
experimentally evaluates new possibilities for improving ensemble methods based on …
experimentally evaluates new possibilities for improving ensemble methods based on …
Using Information about Influencing Factors to Split Data Samples in Machine Learning Methods for the Purposes of Assessing Information Security
IS Lebedev, ME Sukhoparov - Automatic Control and Computer Sciences, 2022 - Springer
Improving quality indicators of determining information security states of individual segments
of cyber-physical systems involves processing large data arrays. This article proposes a …
of cyber-physical systems involves processing large data arrays. This article proposes a …
Information security state analysis of elements of industry 4.0 devices in information systems
ME Sukhoparov, IS Lebedev, VV Semenov - International Conference on …, 2020 - Springer
The authors researched problematic issues of the information security state analysis of elements
of Industry 4.0 devices. The type and characteristics of behavioral patterns used for the …
of Industry 4.0 devices. The type and characteristics of behavioral patterns used for the …
Software Identification by Standard Machine Learning Tools
ME Sukhoparov, KI Salakhutdinova… - Automatic Control and …, 2021 - Springer
This article considers tools for controlling software installed on personal computers of automated
system users. The flaws of these software solutions are grounded, and an approach to …
system users. The flaws of these software solutions are grounded, and an approach to …
Application of classifier sequences in the task of state analysis of Internet of Things devices
ME Sukhoparov, IS Lebedev… - Информатика …, 2020 - cyberleninka.ru
… Semenov VV, Lebedev IS, Sukhoparov M.Ye. Podkhod k klassifikatsii sostoyaniya
informatsionnoy bezopasnosti elementov kiberfizicheskikh sistem s ispolzovaniyem pobochnogo …
informatsionnoy bezopasnosti elementov kiberfizicheskikh sistem s ispolzovaniyem pobochnogo …
Studying the Effect of Selection of the Sign and Ratio in the Formation of a Signature in a Program Identification Problem
…, IS Lebedev, IE Krivtsova, ME Sukhoparov - Automatic Control and …, 2018 - Springer
Abstract Properties of using various assembler commands, as well as their combined
application, have been investigated in order to prepare a final determination as to whether they …
application, have been investigated in order to prepare a final determination as to whether they …