Igor Saenko - RankMe

65 papers B 2C 20Misc 9Journal 17Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	C	`conf`	A Noise-Based Approach Augmented with Neural Cleanse and JPEG Compression to Counter Adversarial Attacks on Image Classification Systems. PDP Igor V. Kotenko, Igor Saenko, Oleg Lauta, Nikita Vasiliev, Vladimir Sadovnikov
2024	J	`jnl`	Dataset Generation Methodology: Towards Application of Machine Learning in Industrial Water Treatment Security. SN Comput. Sci. Evgenia Novikova, Elena Fedorchenko, Alexandr Danilov, Igor Saenko
2023	J	`jnl`	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. Igor V. Kotenko, Igor Saenko, Andrei Privalov, Oleg Lauta
2023	J	`jnl`	Intelligent state assessment of complex autonomous objects based on wavelet analysis. Eng. Appl. Artif. Intell. Igor V. Kotenko, Igor Saenko, Alexey Vinogradenko, Nikita Budko
2023	Misc	`conf`	Towards Application of the Tabular Data Transformation to Images in the Intrusion Detection Tasks Using Deep Learning Techniques. IDC Evgenia Novikova, Marat Bukhtiarov, Igor V. Kotenko, Elena Fedorchenko, Igor Saenko
2022	J	`jnl`	A Proactive Protection of Smart Power Grids against Cyberattacks on Service Data Transfer Protocols by Computational Intelligence Methods. Sensors Igor V. Kotenko, Igor Saenko, Oleg Lauta, Alexander Kribel
2022	J	`jnl`	An approach for selecting countermeasures against harmful information based on uncertainty management. Comput. Sci. Inf. Syst. Igor V. Kotenko, Igor Saenko, Igor B. Parashchuk, Elena Doynikova
2022	Misc	`conf`	Applying Machine Learning Methods to Detect Abnormal User Behavior in a University Data Center. IDC Igor V. Kotenko, Igor Saenko
2022	J	`jnl`	Ensuring the survivability of embedded computer networks based on early detection of cyber attacks by integrating fractal analysis and statistical methods. Microprocess. Microsystems Igor V. Kotenko, Igor Saenko, Oleg Lauta, Aleksander Kribel
2022	C	`conf`	Towards Resilient and Efficient Big Data Storage: Evaluating a SIEM Repository Based on HDFS. PDP Igor Saenko, Igor V. Kotenko
2021	C	`conf`	A technique for early detection of cyberattacks using the traffic self-similarity property and a statistical approach. PDP Igor V. Kotenko, Igor Saenko, Aleksander Kribel, Oleg Lauta
2021	Misc	`conf`	An Approach to the Synthesis of a Neural Network System for Diagnosing Computer Incidents. IDC Igor V. Kotenko, Vladimir Avramenko, Albert Malikov, Igor Saenko
2021	J	`jnl`	Applying machine learning and parallel data processing for attack detection in IoT. IEEE Trans. Emerg. Top. Comput. Alexander Branitskiy, Igor V. Kotenko, Igor Saenko
2021	—	`conf`	Detecting Anomalous Behavior of Users of Data Centers Based on the Application of Artificial Neural Networks. RCAI Igor Saenko, Igor V. Kotenko, Fadey Skorik, Mazen Al-Barri
2021	C	`conf`	LSTM Neural Networks for Detecting Anomalies Caused by Web Application Cyber Attacks. SoMeT Igor V. Kotenko, Oleg Lauta, Kseniya Kribel, Igor Saenko
2021	C	`conf`	Situational Control of a Computer Network Security System in Conditions of Cyber Attacks. SIN Igor V. Kotenko, Igor Saenko, Oleg Lauta, Mikhail Karpov
2020	B	`conf`	Graph-based evaluation of probability of disclosing the network structure by targeted attacks. NOMS Andrei Privalov, Ekaterina Skudneva, Igor V. Kotenko, Igor Saenko
2020	C	`conf`	Intelligent support for network administrator decisions based on combined neural networks. SIN Igor V. Kotenko, Igor Saenko, Fadey Skorik
2020	—	`ch.`	Machine Learning and Big Data Processing for Cybersecurity Data Analysis. Data Science in Cybersecurity and Cyberthreat Intelligence Igor V. Kotenko, Igor Saenko, Alexander Branitskiy
2020	J	`jnl`	Network Application-Layer Protocol Classification based on fuzzy Data and Neural Network Processing. Int. J. Comput. Vyacheslav Efimov, Igor V. Kotenko, Igor Saenko
2020	C	`conf`	Optimizing Secure Information Interaction in Distributed Computing Systems by the Sequential Concessions Method. PDP Igor V. Kotenko, Yury Sineshchuk, Igor Saenko
2020	C	`conf`	Selection of Countermeasures against Harmful Information based on the Assessment of Semantic Content of Information Objects in the Conditions of Uncertainty. INISTA Igor B. Parashchuk, Elena Doynikova, Igor Saenko, Igor V. Kotenko
2020	J	`jnl`	The intelligent system for detection and counteraction of malicious and inappropriate information on the Internet. AI Commun. Igor V. Kotenko, Lidiya Vitkova, Igor Saenko, Olga Tushkanova, Alexander Branitskiy
2019	—	`conf`	A role-base approach and a genetic algorithm for VLAN design in large critical infrastructures. GECCO (Companion) Igor Saenko, Igor V. Kotenko
2019	C	`conf`	Access Control Visualization Using Triangular Matrices. PDP Maxim Kolomeets, Andrey Chechulin, Igor V. Kotenko, Igor Saenko
2019	C	`conf`	An Approach for Intelligent Evaluation of the State of Complex Autonomous Objects Based on the Wavelet Analysis. SoMeT Igor V. Kotenko, Pavel Budko, Alexey Vinogradenko, Igor Saenko
2019	Misc	`conf`	An Approach to Creating an Intelligent System for Detecting and Countering Inappropriate Information on the Internet. IDC Lidiya Vitkova, Igor Saenko, Olga Tushkanova
2019	—	`conf`	An Approach to Intelligent Distributed Scanning and Analytical Processing of the Internet Inappropriate Information. IDAACS Alexander Branitskiy, Andrey Fedorchenko, Igor V. Kotenko, Igor Saenko
2019	C	`conf`	Attack Detection in IoT Critical Infrastructures: A Machine Learning and Big Data Processing Approach. PDP Igor V. Kotenko, Igor Saenko, Alexey Kushnerevich, Alexander Branitskiy
2019	J	`jnl`	Hierarchical fuzzy situational networks for online decision-making: Application to telecommunication systems. Knowl. Based Syst. Igor V. Kotenko, Igor Saenko, Sergey Ageev
2019	C	`conf`	Optimization of the cyber security system structure based on accounting of the prevented damage cost. SIN Igor V. Kotenko, Igor Saenko, Yury Sineshchuk, Valery Kuvatov, Oleg Chudakov
2018	—	`conf`	Analytical modeling and assessment of cyber resilience on the base of stochastic networks conversion. RNDM Igor V. Kotenko, Igor Saenko, Oleg Lauta
2018	J	`jnl`	Applying Big Data Processing and Machine Learning Methods for Mobile Internet of Things Security Monitoring. J. Internet Serv. Inf. Secur. Igor V. Kotenko, Igor Saenko, Alexander Branitskiy
2018	—	`conf`	Applying Intelligent Agents for Anomaly Detection of Network Traffic in Internet of Things Networks. IOTAIS Igor V. Kotenko, Igor Saenko, Sergey Ageev
2018	Misc	`conf`	Evolutionary Algorithms for Design of Virtual Private Networks. IDC Igor V. Kotenko, Igor Saenko
2018	J	`jnl`	Framework for Mobile Internet of Things Security Monitoring Based on Big Data Processing and Machine Learning. IEEE Access Igor V. Kotenko, Igor Saenko, Alexander Branitskiy
2018	J	`jnl`	Genetic Algorithms for Solving Problems of Access Control Design and Reconfiguration in Computer Networks. ACM Trans. Internet Techn. Igor Saenko, Igor V. Kotenko
2018	—	`conf`	Genetic algorithms for role mining in critical infrastructure data spaces. GECCO (Companion) Igor Saenko, Igor V. Kotenko
2018	C	`conf`	Hierarchical Fuzzy Situational Networks for Online Decision Support in Distributed Cyber-Physical Systems. SoMeT Igor V. Kotenko, Igor Saenko, Sergey Ageev
2018	C	`conf`	Implementation of Intelligent Agents for Network Traffic and Security Risk Analysis in Cyber-Physical Systems. SIN Igor V. Kotenko, Sergey Ageev, Igor Saenko
2018	—	`conf`	Monitoring and Counteraction to Malicious Influences in the Information Space of Social Networks. SocInfo (2) Igor V. Kotenko, Igor Saenko, Andrey Chechulin, Vasily Desnitsky, Lidia Vitkova, Anton Pronoza
2018	C	`conf`	Parallelization of Security Event Correlation Based on Accounting of Event Type Links. PDP Igor V. Kotenko, Andrey Fedorchenko, Igor Saenko, Alexey Kushnerevich
2017	—	`conf`	Administrating role-based access control by genetic algorithms. GECCO (Companion) Igor Saenko, Igor V. Kotenko
2017	C	`conf`	Parallel Processing of Big Heterogeneous Data for Security Monitoring of IoT Networks. PDP Igor Saenko, Igor V. Kotenko, Alexey Kushnerevich
2017	J	`jnl`	Parallel big data processing system for security monitoring in Internet of Things networks. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. Igor V. Kotenko, Igor Saenko, Alexey Kushnerevich
2016	—	`conf`	An Approach to Aggregation of Security Events in Internet-of-Things Networks Based on Genetic Optimization. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld Igor V. Kotenko, Igor Saenko
2016	C	`conf`	Application of Hybrid Neural Networks for Monitoring and Forecasting Computer Networks States. ISNN Igor Saenko, Fadey Skorik, Igor V. Kotenko
2016	—	`conf`	Assessment of Computer Network Resilience Under Impact of Cyber Attacks on the Basis of Stochastic Networks Conversion. MobiSec Igor V. Kotenko, Igor Saenko, Oleg Lauta, Mikhail Kocinyak
2016	Misc	`conf`	Detection of traffic anomalies in multi-service networks based on a fuzzy logical inference. IDC Igor Saenko, Sergey Ageev, Igor V. Kotenko
2016	Misc	`conf`	Reconfiguration of RBAC schemes by genetic algorithms. IDC Igor Saenko, Igor V. Kotenko
2016	—	`conf`	Using Genetic Algorithms for Design and Reconfiguration of RBAC Schemes. PrAISe@ECAI Igor Saenko, Igor V. Kotenko
2015	—	`conf`	Countermeasure Security Risks Management in the Internet of Things Based on Fuzzy Logic Inference. TrustCom/BigDataSE/ISPA (1) Igor V. Kotenko, Igor Saenko, Sergey Ageev
2015	J	`jnl`	Improved genetic algorithms for solving the optimisation tasks for design of access control schemes in computer networks. Int. J. Bio Inspired Comput. Igor V. Kotenko, Igor Saenko
2015	Misc	`conf`	Reconfiguration of Access Schemes in Virtual Networks of the Internet of Things by Genetic Algorithms. IDC Igor Saenko, Igor V. Kotenko
2015	—	`conf`	The Genetic Approach for Design of Virtual Private Networks. CSE Igor V. Kotenko, Igor Saenko
2014	Misc	`conf`	A Genetic Approach for Virtual Computer Network Design. IDC Igor Saenko, Igor V. Kotenko
2014	J	`jnl`	Design of Virtual Local Area Network Scheme Based on Genetic Optimization and Visual Analysis. J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. Igor Saenko, Igor V. Kotenko
2013	J	`jnl`	Design and Implementation of a Hybrid Ontological-Relational Data Repository for SIEM Systems. Future Internet Igor V. Kotenko, Olga Polubelova, Andrey Chechulin, Igor Saenko
2013	—	`conf`	Logical Inference Framework for Security Management in Geographical Information Systems. IF&GIS Igor V. Kotenko, Olga Polubelova, Igor Saenko
2013	B	`conf`	The Ontology of Metrics for Security Evaluation and Decision Support in SIEM Systems. ARES Igor V. Kotenko, Olga Polubelova, Igor Saenko, Elena Doynikova
2012	C	`conf`	Data Repository for Security Information and Event Management in Service Infrastructures. SECRYPT Igor V. Kotenko, Olga Polubelova, Igor Saenko
2012	C	`conf`	Design and Performance Evaluation of Improved Genetic Algorithm for Role Mining Problem. PDP Igor Saenko, Igor V. Kotenko
2012	—	`conf`	The Ontological Approach for SIEM Data Repository Implementation. GreenCom Igor V. Kotenko, Olga Polubelova, Igor Saenko
2011	C	`conf`	Genetic Algorithms for Role Mining Problem. PDP Igor Saenko, Igor V. Kotenko
2010	—	`conf`	Genetic Optimization of Access Control Schemes in Virtual Local Area Networks. MMM-ACNS Igor Saenko, Igor V. Kotenko