Igor Saenko

Igor V. Kotenko, Igor Saenko, Alexander Branitskiy, 2019, 2019 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP).

Generation of access-control schemes in computer networks based on genetic algorithms

Igor Saenko, Igor Kotenko, 2019 .

An Approach to Intelligent Distributed Scanning and Analytical Processing of the Internet Inappropriate Information

Andrey Fedorchenko, Igor Saenko, Igor Kotenko, 2019, 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS).

A Genetic Approach for Virtual Computer Network Design

Igor V. Kotenko, Igor Saenko, 2014, IDC.

Data Repository for Security Information and Event Management in Service Infrastructures

Igor V. Kotenko, Olga Polubelova, Igor Saenko, 2012, SECRYPT.

Administrating role-based access control by genetic algorithms

Igor V. Kotenko, Igor Saenko, 2017, GECCO.

Evolutionary Algorithms for Design of Virtual Private Networks

Igor V. Kotenko, Igor Saenko, Igor Kotenko, 2018, IDC.

Access Control Visualization Using Triangular Matrices

Igor V. Kotenko, Andrey Chechulin, Igor Saenko, 2019, 2019 27th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP).

Reconfiguration of Access Schemes in Virtual Networks of the Internet of Things by Genetic Algorithms

Igor V. Kotenko, Igor Saenko, 2015, IDC.

Improving the Performance of Manufacturing Technologies for Advanced Material Processing Using a Big Data and Machine Learning Framework

Igor Saenko, Igor Kotenko, Alexander Branitskiy, 2019, Materials Today: Proceedings.

Analytical modeling and assessment of cyber resilience on the base of stochastic networks conversion

Igor V. Kotenko, Igor Saenko, Oleg Lauta, 2018, 2018 10th International Workshop on Resilient Networks Design and Modeling (RNDM).

Graph-based evaluation of probability of disclosing the network structure by targeted attacks

Igor Saenko, Igor Kotenko, Andrei Privalov, 2020, NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium.

Machine Learning and Big Data Processing for Cybersecurity Data Analysis

Igor Saenko, Igor Kotenko, Alexander Branitskiy, 2020, Data Science in Cybersecurity and Cyberthreat Intelligence.

Модель и метод диагностирования компьютерных инцидентов в информационно-коммуникационных системах, основанные на глубоком машинном обучении

Igor Saenko, Albert Malikov, Vladimir Avramenko, 2019 .

Hierarchical Fuzzy Situational Networks for Online Decision Support in Distributed Cyber-Physical Systems

Igor V. Kotenko, Igor Saenko, Sergey Ageev, 2018, SoMeT.

Applying machine learning and parallel data processing for attack detection in IoT

Igor Saenko, Igor Kotenko, Alexander Branitskiy, 2021, IEEE Transactions on Emerging Topics in Computing.

Design and Performance Evaluation of Improved Genetic Algorithm for Role Mining Problem

Igor V. Kotenko, Igor Saenko, 2012, 2012 20th Euromicro International Conference on Parallel, Distributed and Network-based Processing.

Genetic Algorithms for Role Mining Problem

Igor V. Kotenko, Igor Saenko, 2011, 2011 19th International Euromicro Conference on Parallel, Distributed and Network-Based Processing.

The Ontology of Metrics for Security Evaluation and Decision Support in SIEM Systems

Igor V. Kotenko, Elena Doynikova, Olga Polubelova, 2013, 2013 International Conference on Availability, Reliability and Security.

Genetic algorithms for role mining in critical infrastructure data spaces

Igor V. Kotenko, Igor Saenko, 2018, GECCO.

Countermeasure Security Risks Management in the Internet of Things Based on Fuzzy Logic Inference

Igor V. Kotenko, Igor Saenko, Sergey Ageev, 2015, 2015 IEEE Trustcom/BigDataSE/ISPA.

Increasing the Sensitivity of the Method of Early Detection of Cyber-Attacks in Telecommunication Networks Based on Traffic Analysis by Extreme Filtering

Igor Saenko, Igor Kotenko, Andrey Privalov, 2020 .

An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis

Igor V. Kotenko, Igor Saenko, Pavel Budko, 2019, SoMeT.

Parallel Processing of Big Heterogeneous Data for Security Monitoring of IoT Networks

Igor V. Kotenko, Igor Saenko, Alexey Kushnerevich, 2017, 2017 25th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP).

Applying Fuzzy Computing Methods for On-line Monitoring of New Generation Network Elements

Igor Saenko, Igor Kotenko, Sergey Ageev, 2018, Advances in Intelligent Systems and Computing.

Design and Implementation of a Hybrid Ontological-Relational Data Repository for SIEM Systems

Igor V. Kotenko, Andrey Chechulin, Olga Polubelova, 2013, Future Internet.

NETWORK APPLICATION-LAYER PROTOCOL CLASSIFICATION BASED ON FUZZY DATA AND NEURAL NETWORK PROCESSING

Igor Saenko, Igor Kotenko, Vyacheslav Efimov, 2020 .

Improved genetic algorithms for solving the optimisation tasks for design of access control schemes in computer networks

Igor V. Kotenko, Igor Saenko, 2015, Int. J. Bio Inspired Comput..

Monitoring and Counteraction to Malicious Influences in the Information Space of Social Networks

Igor V. Kotenko, Andrey Chechulin, Igor Saenko, 2018, SocInfo.

Optimization of the cyber security system structure based on accounting of the prevented damage cost

Igor Saenko, Igor Kotenko, Yury Sineshchuk, 2019, SIN.

Design of Virtual Local Area Network Scheme Based on Genetic Optimization and Visual Analysis

Igor V. Kotenko, Igor Saenko, 2014, J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl..

Parallel big data processing system for security monitoring in Internet of Things networks

Igor V. Kotenko, Igor Saenko, Alexey Kushnerevich, 2017, J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl..

Applying Intelligent Agents for Anomaly Detection of Network Traffic in Internet of Things Networks

Igor V. Kotenko, Igor Saenko, Sergey Ageev, 2018, 2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS).

Detection of Distributed Cyber Attacks Based on Weighted Ensembles of Classifiers and Big Data Processing Architecture

Igor Saenko, Igor Kotenko, Alexander Branitskiy, 2019, IEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS).

The Genetic Approach for Design of Virtual Private Networks

Igor V. Kotenko, Igor Saenko, 2015, 2015 IEEE 18th International Conference on Computational Science and Engineering.

Detection of Anomalies in the Traffic of Information and Telecommunication Networks Based on the Assessment of its Self-Similarity

Igor Saenko, Igor Kotenko, Aleksander Kribel, 2020, 2020 International Russian Automation Conference (RusAutoCon).

An Approach to Aggregation of Security Events in Internet-of-Things Networks Based on Genetic Optimization

Igor V. Kotenko, Igor Saenko, 2016, 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld).

Protection Against Information in eSociety: Using Data Mining Methods to Counteract Unwanted and Malicious Data

Andrey Chechulin, Igor Saenko, Igor Kotenko, 2017 .

Combined Neural Network for Assessing the State of Computer Network Elements

Igor Saenko, Igor Kotenko, Fadey Skorik, 2021 .

Method of Early Detection of Cyber-Attacks on Telecommunication Networks Based on Traffic Analysis by Extreme Filtering

Igor Saenko, Igor Kotenko, Andrey Privalov, 2019 .

Selection of Countermeasures against Harmful Information based on the Assessment of Semantic Content of Information Objects in the Conditions of Uncertainty

Elena Doynikova, Igor Saenko, Igor Kotenko, 2020, 2020 International Conference on INnovations in Intelligent SysTems and Applications (INISTA).

The Ontological Approach for SIEM Data Repository Implementation

Igor V. Kotenko, Olga Polubelova, Igor Saenko, 2012, 2012 IEEE International Conference on Green Computing and Communications.

The intelligent system for detection and counteraction of malicious and inappropriate information on the Internet

Igor V. Kotenko, Igor Saenko, Alexander Branitskiy, 2020, AI Commun..

Detection of traffic anomalies in multi-service networks based on a fuzzy logical inference

Igor V. Kotenko, Igor Saenko, Sergey Ageev, 2016, IDC.

Big Data Technologies for Security Event Correlation Based on Event Type Accounting

Andrey Fedorchenko, Igor Saenko, Igor Kotenko, 2017 .

Genetic Algorithms for Solving Problems of Access Control Design and Reconfiguration in Computer Networks

Igor V. Kotenko, Igor Saenko, 2018, ACM Trans. Internet Techn..

USING A ROLE-BASED APPROACH AND GENETIC OPTIMIZATION FOR VLAN DESIGN IN LARGE CRITICAL INFRASTRUCTURES

Igor Saenko, Igor Kotenko, 2020 .

Modeling the Impact of Cyber Attacks

Igor Saenko, Igor Kotenko, Oleg Lauta, 2018, Cyber Resilience of Systems and Networks.

Using Genetic Algorithms for Design and Reconfiguration of RBAC Schemes

Igor V. Kotenko, Igor Saenko, Igor Kotenko, 2016, PrAISe@ECAI.

Optimizing Secure Information Interaction in Distributed Computing Systems by the Sequential Concessions Method

Igor Saenko, Igor Kotenko, Yury Sineshchuk, 2020, 2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP).

Parallelization of Security Event Correlation Based on Accounting of Event Type Links

Igor V. Kotenko, Andrey Fedorchenko, Igor Saenko, 2018, 2018 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP).

Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States

Igor V. Kotenko, Igor Saenko, Fadey Skorik, 2016, ISNN.

Assessment of Computer Network Resilience Under Impact of Cyber Attacks on the Basis of Stochastic Networks Conversion

Igor V. Kotenko, Igor Saenko, Oleg Lauta, 2016, MobiSec.

Applying Big Data Processing and Machine Learning Methods for Mobile Internet of Things Security Monitoring

Igor V. Kotenko, Igor Saenko, Alexander Branitskiy, 2018, J. Internet Serv. Inf. Secur..

A technique for early detection of cyberattacks using the traffic self-similarity property and a statistical approach

Igor V. Kotenko, Igor Saenko, Aleksander Kribel, 2021, 2021 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP).

Evaluating the Functioning Quality of Data Transmission Networks in the Context of Cyberattacks

Igor Saenko, Igor Kotenko, Andrey Privalov, 2021, Energies.

Intelligent System of Analytical Processing of Digital Network Content for Protection against Inappropriate Information

Igor Saenko, Igor Kotenko, Alexander Branitskiy, 2021, Informatics and Automation.

Detecting Anomalous Behavior of Users of Data Centers Based on the Application of Artificial Neural Networks

Igor V. Kotenko, Igor Saenko, Fadey Skorik, 2021, RCAI.

LSTM Neural Networks for Detecting Anomalies Caused by Web Application Cyber Attacks

Igor V. Kotenko, Igor Saenko, Oleg Lauta, 2021, SoMeT.

Genetic Optimization of Access Control Schemes in Virtual Local Area Networks

Igor V. Kotenko, Igor Saenko, Igor Kotenko, 2010, MMM-ACNS.