Multi-task learning for IoT traffic classification: A comparative analysis of deep autoencoders H Dong, I Kotenko Future Generation Computer Systems 158, 242-254, 2024 | | 2024 |
Security assessment based on attack graphs using NVD and MITRE ATT & CK database for heterogeneous infrastructures R Kryukov, EV Fedorchenko, I Kotenko, E Novikova, V Zima Информационно-управляющие системы, 39-50, 2024 | | 2024 |
L/STIM: A Framework for Detecting Multi-Stage Cyber Attacks I Zelichenok, I Kotenko 2024 International Russian Smart Industry Conference (SmartIndustryCon), 208-213, 2024 | | 2024 |
Optimal Filtering and Extrapolation in Problems of Quick Security Assessment of Critical Information and Telecommunication Resources I Kotenko, V Desnitsky, I Parashchuk 2024 International Russian Smart Industry Conference (SmartIndustryCon), 167-172, 2024 | | 2024 |
Modeling Attacks on Machine Learning Components of Intrusion Detection Systems E Ichetovkin, I Kotenko 2024 International Russian Smart Industry Conference (SmartIndustryCon), 261-266, 2024 | | 2024 |
Anomaly Detection in IoT Networks Based on Intelligent Security Event Correlation I Kotenko, D Levshun 2024 16th International Conference on COMmunication Systems & NETworkS …, 2024 | | 2024 |
Hybrid Multi-Task Deep Learning for Improved IoT Network Intrusion Detection: Exploring Different CNN Structures H Dong, I Kotenko 2024 16th International Conference on COMmunication Systems & NETworkS …, 2024 | | 2024 |
Artificial intelligence for cyber security: a new stage of confrontation in cyberspace IV Kotenko Artificial Intelligence and Decision Making, 3-19, 2024 | | 2024 |
VAE-GAN for Robust IoT Malware Detection and Classification in Intelligent Urban Environments: An Image Analysis Approach H Dong, I Kotenko International Conference on Risks and Security of Internet and Systems, 200-215, 2023 | | 2023 |
Intrusion Detection with Uncertainty based Loss Optimized Multi-Task Learning H Dong, IV Kotenko 2023 Seminar on Information Systems Theory and Practice (ISTP), 64-68, 2023 | 2 | 2023 |
Determination of the Transition Probability Matrix for an IoT Fuzzy Security Model IV Kotenko, IB Parashchuk, VA Desnitsky 2023 IEEE International Conference on Internet of Things and Intelligence …, 2023 | | 2023 |
Defect Detection in Industrial IoT-based Machines: Case of Small Training Dataset I Kotenko, V Desnitsky, E Novikova 2023 IEEE International Conference on Internet of Things and Intelligence …, 2023 | 1 | 2023 |
Metrics and Indicators of Security of Critical Resources in State and Corporate Objects and Processes VA Desnitsky, IV Kotenko, IB Parashchuk, EV Fedorchenko 2023 Seminar on Information Computing and Processing (ICP), 42-47, 2023 | | 2023 |
Intelligent state assessment of complex autonomous objects based on wavelet analysis I Kotenko, I Saenko, A Vinogradenko, N Budko Engineering Applications of Artificial Intelligence 126, 106869, 2023 | | 2023 |
Autoencoder-based Malware Analysis: An Imagery Analysis Approach to Enhance the Security of Smart City IoT H Dong, I Kotenko Proceedings of the 2023 2nd International Symposium on Computing and …, 2023 | | 2023 |
An IoT-Based Smart Home for Elderly Suffering from Dementia M Wasim Raed, I Huseyinov, G Ozdemir, I Kotenko, E Fedorchenko The Proceedings of the International Conference on Smart City Applications …, 2023 | | 2023 |
Attacks Against Machine Learning Systems: Analysis and GAN-based Approach to Protection I Kotenko, I Saenko, O Lauta, N Vasiliev, D Iatsenko International Conference on Intelligent Information Technologies for …, 2023 | 1 | 2023 |
Intelligent Graph-Based Correlation of Security Events in Cyber-Physical Systems D Levshun, I Kotenko International Conference on Intelligent Information Technologies for …, 2023 | 1 | 2023 |
Train Without Label: A Self-supervised One-Class Classification Approach for IoT Anomaly Detection H Dong, I Kotenko International Conference on Intelligent Information Technologies for …, 2023 | | 2023 |
An Approach to Attack Detection on Graph-Based Modeling of States in Critical Infrastructures V Desnitsky, D Levshun, I Kotenko 2023 International Russian Automation Conference (RusAutoCon), 420-424, 2023 | | 2023 |