Igor Saenko

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Computational Intelligence Methods

Fractal Analysis

Water Treatment

Countermeasures

Top Venues

Comput. Sci. Inf. Syst.

Eng. Appl. Artif. Intell.

Publications

Evgenia Novikova, Elena Fedorchenko, Alexandr Danilov, Igor Saenko
Dataset Generation Methodology: Towards Application of Machine Learning in Industrial Water Treatment Security. SN Comput. Sci. 5 (4) (2024)
Igor V. Kotenko, Igor Saenko, Alexey Vinogradenko, Nikita Budko
Intelligent state assessment of complex autonomous objects based on wavelet analysis. Eng. Appl. Artif. Intell. 126 (2023)
Igor V. Kotenko, Igor Saenko, Andrei Privalov, Oleg Lauta
Ensuring SDN Resilience under the Influence of Cyber Attacks: Combining Methods of Topological Transformation of Stochastic Networks, Markov Processes, and Neural Networks. Big Data Cogn. Comput. 7 (2) (2023)
Evgenia Novikova, Marat Bukhtiarov, Igor V. Kotenko, Elena Fedorchenko, Igor Saenko
Towards Application of the Tabular Data Transformation to Images in the Intrusion Detection Tasks Using Deep Learning Techniques. IDC (2023)
Igor V. Kotenko, Igor Saenko, Oleg Lauta, Aleksander Kribel
Ensuring the survivability of embedded computer networks based on early detection of cyber attacks by integrating fractal analysis and statistical methods. Microprocess. Microsystems 90 (2022)
Igor V. Kotenko, Igor Saenko, Oleg Lauta, Alexander Kribel
A Proactive Protection of Smart Power Grids against Cyberattacks on Service Data Transfer Protocols by Computational Intelligence Methods. Sensors 22 (19) (2022)
Igor V. Kotenko, Igor Saenko, Igor Parashchuk, Elena Doynikova
An approach for selecting countermeasures against harmful information based on uncertainty management. Comput. Sci. Inf. Syst. 19 (1) (2022)
Igor V. Kotenko, Igor Saenko
Applying Machine Learning Methods to Detect Abnormal User Behavior in a University Data Center. IDC (2022)
Igor Saenko, Igor V. Kotenko
Towards Resilient and Efficient Big Data Storage: Evaluating a SIEM Repository Based on HDFS. PDP (2022)
Igor V. Kotenko, Vladimir Avramenko, Albert Malikov, Igor Saenko
An Approach to the Synthesis of a Neural Network System for Diagnosing Computer Incidents. IDC (2021)
Vyacheslav Efimov, Igor V. Kotenko, Igor Saenko
Network Application-Layer Protocol Classification based on fuzzy Data and Neural Network Processing. Int. J. Comput. 19 (2020)