Igor Saenko

Publication Activity (10 Years)

Years Active: 2010-2021
Publications (10 Years): 38

Top Topics

Computer Networks

Genetic Algorithm

Top Venues

GECCO (Companion)

Publications

Alexander Branitskiy, Igor V. Kotenko, Igor Saenko
Applying machine learning and parallel data processing for attack detection in IoT. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Igor V. Kotenko, Igor Saenko, Oleg Lauta, Mikhail Karpov
Situational Control of a Computer Network Security System in Conditions of Cyber Attacks. SIN (2021)
Igor V. Kotenko, Oleg Lauta, Kseniya Kribel, Igor Saenko
LSTM Neural Networks for Detecting Anomalies Caused by Web Application Cyber Attacks. SoMeT (2021)
Igor Saenko, Igor V. Kotenko, Fadey Skorik, Mazen Al-Barri
Detecting Anomalous Behavior of Users of Data Centers Based on the Application of Artificial Neural Networks. RCAI (2021)
Igor V. Kotenko, Igor Saenko, Aleksander Kribel, Oleg Lauta
A technique for early detection of cyberattacks using the traffic self-similarity property and a statistical approach. PDP (2021)
Igor V. Kotenko, Igor Saenko, Fadey Skorik
Intelligent support for network administrator decisions based on combined neural networks. SIN (2020)
Igor V. Kotenko, Lidiya Vitkova, Igor Saenko, Olga Tushkanova, Alexander Branitskiy
The intelligent system for detection and counteraction of malicious and inappropriate information on the Internet. AI Commun. 33 (1) (2020)
Andrei Privalov, Ekaterina Skudneva, Igor V. Kotenko, Igor Saenko
Graph-based evaluation of probability of disclosing the network structure by targeted attacks. NOMS (2020)
Igor V. Kotenko, Yury Sineshchuk, Igor Saenko
Optimizing Secure Information Interaction in Distributed Computing Systems by the Sequential Concessions Method. PDP (2020)
Igor Parashchuk, Elena Doynikova, Igor Saenko, Igor V. Kotenko
Selection of Countermeasures against Harmful Information based on the Assessment of Semantic Content of Information Objects in the Conditions of Uncertainty. INISTA (2020)
Igor V. Kotenko, Igor Saenko, Yury Sineshchuk, Valery Kuvatov, Oleg Chudakov
Optimization of the cyber security system structure based on accounting of the prevented damage cost. SIN (2019)
Igor Saenko, Igor V. Kotenko
A role-base approach and a genetic algorithm for VLAN design in large critical infrastructures. GECCO (Companion) (2019)
Maxim Kolomeets, Andrey Chechulin, Igor V. Kotenko, Igor Saenko
Access Control Visualization Using Triangular Matrices. PDP (2019)
Igor V. Kotenko, Igor Saenko, Alexey Kushnerevich, Alexander Branitskiy
Attack Detection in IoT Critical Infrastructures: A Machine Learning and Big Data Processing Approach. PDP (2019)
Igor V. Kotenko, Igor Saenko, Sergey Ageev
Hierarchical fuzzy situational networks for online decision-making: Application to telecommunication systems. Knowl. Based Syst. 185 (2019)
Alexander Branitskiy, Andrey Fedorchenko, Igor V. Kotenko, Igor Saenko
An Approach to Intelligent Distributed Scanning and Analytical Processing of the Internet Inappropriate Information. IDAACS (2019)
Lidiya Vitkova, Igor Saenko, Olga Tushkanova
An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet. IDC (2019)
Igor V. Kotenko, Pavel Budko, Alexey Vinogradenko, Igor Saenko
An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis. SoMeT (2019)
Igor V. Kotenko, Sergey Ageev, Igor Saenko
Implementation of Intelligent Agents for Network Traffic and Security Risk Analysis in Cyber-Physical Systems. SIN (2018)
Igor Saenko, Igor V. Kotenko
Genetic Algorithms for Solving Problems of Access Control Design and Reconfiguration in Computer Networks. ACM Trans. Internet Techn. 18 (3) (2018)
Igor V. Kotenko, Igor Saenko, Sergey Ageev
Hierarchical Fuzzy Situational Networks for Online Decision Support in Distributed Cyber-Physical Systems. SoMeT (2018)
Igor V. Kotenko, Igor Saenko, Oleg Lauta
Analytical modeling and assessment of cyber resilience on the base of stochastic networks conversion. RNDM (2018)
Igor V. Kotenko, Andrey Fedorchenko, Igor Saenko, Alexey Kushnerevich
Parallelization of Security Event Correlation Based on Accounting of Event Type Links. PDP (2018)
Igor V. Kotenko, Igor Saenko, Sergey Ageev
Applying Intelligent Agents for Anomaly Detection of Network Traffic in Internet of Things Networks. IOTAIS (2018)
Igor V. Kotenko, Igor Saenko, Alexander Branitskiy
Framework for Mobile Internet of Things Security Monitoring Based on Big Data Processing and Machine Learning. IEEE Access 6 (2018)
Igor V. Kotenko, Igor Saenko, Alexander Branitskiy
Applying Big Data Processing and Machine Learning Methods for Mobile Internet of Things Security Monitoring. J. Internet Serv. Inf. Secur. 8 (3) (2018)
Igor V. Kotenko, Igor Saenko, Andrey Chechulin, Vasily Desnitsky, Lidia Vitkova, Anton Pronoza
Monitoring and Counteraction to Malicious Influences in the Information Space of Social Networks. SocInfo (2) (2018)
Igor Saenko, Igor V. Kotenko
Genetic algorithms for role mining in critical infrastructure data spaces. GECCO (Companion) (2018)
Igor V. Kotenko, Igor Saenko
Evolutionary Algorithms for Design of Virtual Private Networks. IDC (2018)
Igor Saenko, Igor V. Kotenko
Administrating role-based access control by genetic algorithms. GECCO (Companion) (2017)
Igor Saenko, Igor V. Kotenko, Alexey Kushnerevich
Parallel Processing of Big Heterogeneous Data for Security Monitoring of IoT Networks. PDP (2017)
Igor V. Kotenko, Igor Saenko, Alexey Kushnerevich
Parallel big data processing system for security monitoring in Internet of Things networks. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 8 (4) (2017)
Igor V. Kotenko, Igor Saenko
An Approach to Aggregation of Security Events in Internet-of-Things Networks Based on Genetic Optimization. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Igor V. Kotenko, Igor Saenko, Oleg Lauta, Mikhail Kocinyak
Assessment of Computer Network Resilience Under Impact of Cyber Attacks on the Basis of Stochastic Networks Conversion. MobiSec (2016)
Igor Saenko, Igor V. Kotenko
Using Genetic Algorithms for Design and Reconfiguration of RBAC Schemes. PrAISe@ECAI (2016)
Igor Saenko, Fadey Skorik, Igor V. Kotenko
Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States. ISNN (2016)
Igor Saenko, Igor V. Kotenko
Reconfiguration of RBAC schemes by genetic algorithms. IDC (2016)
Igor Saenko, Sergey Ageev, Igor V. Kotenko
Detection of traffic anomalies in multi-service networks based on a fuzzy logical inference. IDC (2016)
Igor Saenko, Igor V. Kotenko
Reconfiguration of Access Schemes in Virtual Networks of the Internet of Things by Genetic Algorithms. IDC (2015)
Igor V. Kotenko, Igor Saenko, Sergey Ageev
Countermeasure Security Risks Management in the Internet of Things Based on Fuzzy Logic Inference. TrustCom/BigDataSE/ISPA (1) (2015)
Igor V. Kotenko, Igor Saenko
Improved genetic algorithms for solving the optimisation tasks for design of access control schemes in computer networks. Int. J. Bio Inspired Comput. 7 (2) (2015)
Igor V. Kotenko, Igor Saenko
The Genetic Approach for Design of Virtual Private Networks. CSE (2015)
Igor Saenko, Igor V. Kotenko
Design of Virtual Local Area Network Scheme Based on Genetic Optimization and Visual Analysis. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. 5 (4) (2014)
Igor Saenko, Igor V. Kotenko
A Genetic Approach for Virtual Computer Network Design. IDC (2014)
Igor V. Kotenko, Olga Polubelova, Igor Saenko, Elena Doynikova
The Ontology of Metrics for Security Evaluation and Decision Support in SIEM Systems. ARES (2013)
Igor V. Kotenko, Olga Polubelova, Andrey Chechulin, Igor Saenko
Design and Implementation of a Hybrid Ontological-Relational Data Repository for SIEM Systems. Future Internet 5 (3) (2013)
Igor V. Kotenko, Olga Polubelova, Igor Saenko
Logical Inference Framework for Security Management in Geographical Information Systems. IF&GIS (2013)
Igor V. Kotenko, Olga Polubelova, Igor Saenko
The Ontological Approach for SIEM Data Repository Implementation. GreenCom (2012)
Igor Saenko, Igor V. Kotenko
Design and Performance Evaluation of Improved Genetic Algorithm for Role Mining Problem. PDP (2012)
Igor V. Kotenko, Olga Polubelova, Igor Saenko
Data Repository for Security Information and Event Management in Service Infrastructures. SECRYPT (2012)
Igor Saenko, Igor V. Kotenko
Genetic Algorithms for Role Mining Problem. PDP (2011)
Igor Saenko, Igor V. Kotenko
Genetic Optimization of Access Control Schemes in Virtual Local Area Networks. MMM-ACNS (2010)