Igor Saenko
Orcid: 0000-0002-9051-5272Affiliations:
- St. Petersburg Federal Research Center of the Russian Academy of Sciences (SPC RAS), Russia
- St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences (SPIIRAS), Russia
According to our database1,
Igor Saenko
authored at least 62 papers
between 2010 and 2024.
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Bibliography
2024
Dataset Generation Methodology: Towards Application of Machine Learning in Industrial Water Treatment Security.
SN Comput. Sci., April, 2024
2023
Intelligent state assessment of complex autonomous objects based on wavelet analysis.
Eng. Appl. Artif. Intell., November, 2023
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., 2023
2022
Ensuring the survivability of embedded computer networks based on early detection of cyber attacks by integrating fractal analysis and statistical methods.
Microprocess. Microsystems, April, 2022
A Proactive Protection of Smart Power Grids against Cyberattacks on Service Data Transfer Protocols by Computational Intelligence Methods.
Sensors, 2022
An approach for selecting countermeasures against harmful information based on uncertainty management.
Comput. Sci. Inf. Syst., 2022
Towards Resilient and Efficient Big Data Storage: Evaluating a SIEM Repository Based on HDFS.
Proceedings of the 30th Euromicro International Conference on Parallel, 2022
Applying Machine Learning Methods to Detect Abnormal User Behavior in a University Data Center.
Proceedings of the Intelligent Distributed Computing XV, 2022
2021
IEEE Trans. Emerg. Top. Comput., 2021
LSTM Neural Networks for Detecting Anomalies Caused by Web Application Cyber Attacks.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2021
Situational Control of a Computer Network Security System in Conditions of Cyber Attacks.
Proceedings of the 14th International Conference on Security of Information and Networks, 2021
Detecting Anomalous Behavior of Users of Data Centers Based on the Application of Artificial Neural Networks.
Proceedings of the Artificial Intelligence - 19th Russian Conference, 2021
A technique for early detection of cyberattacks using the traffic self-similarity property and a statistical approach.
Proceedings of the 29th Euromicro International Conference on Parallel, 2021
An Approach to the Synthesis of a Neural Network System for Diagnosing Computer Incidents.
Proceedings of the Intelligent Distributed Computing XIV, 2021
2020
Proceedings of the Data Science in Cybersecurity and Cyberthreat Intelligence, 2020
The intelligent system for detection and counteraction of malicious and inappropriate information on the Internet.
AI Commun., 2020
Intelligent support for network administrator decisions based on combined neural networks.
Proceedings of the SIN 2020: 13th International Conference on Security of Information and Networks, 2020
Optimizing Secure Information Interaction in Distributed Computing Systems by the Sequential Concessions Method.
Proceedings of the 28th Euromicro International Conference on Parallel, 2020
Graph-based evaluation of probability of disclosing the network structure by targeted attacks.
Proceedings of the NOMS 2020, 2020
Selection of Countermeasures against Harmful Information based on the Assessment of Semantic Content of Information Objects in the Conditions of Uncertainty.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020
2019
Hierarchical fuzzy situational networks for online decision-making: Application to telecommunication systems.
Knowl. Based Syst., 2019
An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis.
Proceedings of the Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques, 2019
Optimization of the cyber security system structure based on accounting of the prevented damage cost.
Proceedings of the 12th International Conference on Security of Information and Networks, 2019
Attack Detection in IoT Critical Infrastructures: A Machine Learning and Big Data Processing Approach.
Proceedings of the 27th Euromicro International Conference on Parallel, 2019
Proceedings of the 27th Euromicro International Conference on Parallel, 2019
An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet.
Proceedings of the Intelligent Distributed Computing XIII, 2019
An Approach to Intelligent Distributed Scanning and Analytical Processing of the Internet Inappropriate Information.
Proceedings of the 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2019
A role-base approach and a genetic algorithm for VLAN design in large critical infrastructures.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2018
Genetic Algorithms for Solving Problems of Access Control Design and Reconfiguration in Computer Networks.
ACM Trans. Internet Techn., 2018
Applying Big Data Processing and Machine Learning Methods for Mobile Internet of Things Security Monitoring.
J. Internet Serv. Inf. Secur., 2018
Framework for Mobile Internet of Things Security Monitoring Based on Big Data Processing and Machine Learning.
IEEE Access, 2018
Hierarchical Fuzzy Situational Networks for Online Decision Support in Distributed Cyber-Physical Systems.
Proceedings of the New Trends in Intelligent Software Methodologies, Tools and Techniques, 2018
Monitoring and Counteraction to Malicious Influences in the Information Space of Social Networks.
Proceedings of the Social Informatics, 2018
Implementation of Intelligent Agents for Network Traffic and Security Risk Analysis in Cyber-Physical Systems.
Proceedings of the 11th International Conference on Security of Information and Networks, 2018
Analytical modeling and assessment of cyber resilience on the base of stochastic networks conversion.
Proceedings of the 10th International Workshop on Resilient Networks Design and Modeling, 2018
Parallelization of Security Event Correlation Based on Accounting of Event Type Links.
Proceedings of the 26th Euromicro International Conference on Parallel, 2018
Applying Intelligent Agents for Anomaly Detection of Network Traffic in Internet of Things Networks.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2018
Proceedings of the Intelligent Distributed Computing XII, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
2017
Parallel big data processing system for security monitoring in Internet of Things networks.
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2017
Parallel Processing of Big Heterogeneous Data for Security Monitoring of IoT Networks.
Proceedings of the 25th Euromicro International Conference on Parallel, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
2016
An Approach to Aggregation of Security Events in Internet-of-Things Networks Based on Genetic Optimization.
Proceedings of the 2016 Intl IEEE Conferences on Ubiquitous Intelligence & Computing, 2016
Assessment of Computer Network Resilience Under Impact of Cyber Attacks on the Basis of Stochastic Networks Conversion.
Proceedings of the Mobile Internet Security - First International Symposium, 2016
Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States.
Proceedings of the Advances in Neural Networks - ISNN 2016, 2016
Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016
Detection of traffic anomalies in multi-service networks based on a fuzzy logical inference.
Proceedings of the Intelligent Distributed Computing X - Proceedings of the 10th International Symposium on Intelligent Distributed Computing, 2016
Proceedings of the 1st International Workshop on AI for Privacy and Security, 2016
2015
Improved genetic algorithms for solving the optimisation tasks for design of access control schemes in computer networks.
Int. J. Bio Inspired Comput., 2015
Countermeasure Security Risks Management in the Internet of Things Based on Fuzzy Logic Inference.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015
Reconfiguration of Access Schemes in Virtual Networks of the Internet of Things by Genetic Algorithms.
Proceedings of the Intelligent Distributed Computing IX - Proceedings of the 9th International Symposium on Intelligent Distributed Computing, 2015
Proceedings of the 18th IEEE International Conference on Computational Science and Engineering, 2015
2014
Design of Virtual Local Area Network Scheme Based on Genetic Optimization and Visual Analysis.
J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2014
Proceedings of the Intelligent Distributed Computing VIII, 2014
2013
Design and Implementation of a Hybrid Ontological-Relational Data Repository for SIEM Systems.
Future Internet, 2013
Logical Inference Framework for Security Management in Geographical Information Systems.
Proceedings of the Information Fusion and Geographic Information Systems, 2013
The Ontology of Metrics for Security Evaluation and Decision Support in SIEM Systems.
Proceedings of the 2013 International Conference on Availability, Reliability and Security, 2013
2012
Data Repository for Security Information and Event Management in Service Infrastructures.
Proceedings of the SECRYPT 2012, 2012
Design and Performance Evaluation of Improved Genetic Algorithm for Role Mining Problem.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012
Proceedings of the 2012 IEEE International Conference on Green Computing and Communications, 2012
2011
Proceedings of the 19th International Euromicro Conference on Parallel, 2011
2010
Proceedings of the Computer Network Security, 2010