Elena Fedorchenko

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Intrusion Detection

Physical Objects

Data Transformation

Top Venues

Publications

Evgenia Novikova, Elena Fedorchenko, Alexandr Danilov, Igor Saenko
Dataset Generation Methodology: Towards Application of Machine Learning in Industrial Water Treatment Security. SN Comput. Sci. 5 (4) (2024)
Mhd. Wasim Raed, Semih Yön, Ali Günes, Igor V. Kotenko, Elena Fedorchenko, Anna Polubaryeva
An RFID Based Localization and Mental Stress Recognition System Using Wearable Sensors. BIOSIGNALS (2023)
Igor V. Kotenko, Elena Fedorchenko, Evgenia Novikova, Ashish Jha
Cyber Attacker Profiling for Risk Analysis Based on Machine Learning. Sensors 23 (4) (2023)
Evgenia Novikova, Marat Bukhtiarov, Igor V. Kotenko, Elena Fedorchenko, Igor Saenko
Towards Application of the Tabular Data Transformation to Images in the Intrusion Detection Tasks Using Deep Learning Techniques. IDC (2023)
Elena Fedorchenko, Evgenia Novikova, Andrey Fedorchenko, Sergey Verevkin
An Analytical Review of the Source Code Models for Exploit Analysis. Inf. 14 (9) (2023)
Olga Tushkanova, Dmitry Levshun, Alexander Branitskiy, Elena Fedorchenko, Evgenia Novikova, Igor V. Kotenko
Detection of Cyberattacks and Anomalies in Cyber-Physical Systems: Approaches, Data Sources, Evaluation. Algorithms 16 (2) (2023)
Roman Kryukov, Vladimir Zima, Elena Fedorchenko, Evgenia Novikova, Igor V. Kotenko
Mapping the Security Events to the MITRE ATT &CK Attack Patterns to Forecast Attack Propagation (Extended Abstract). ADIoT (2022)
Sergey Golubev, Evgenia Novikova, Elena Fedorchenko
Image-Based Approach to Intrusion Detection in Cyber-Physical Objects. Inf. 13 (12) (2022)
Elena Fedorchenko, Evgenia Novikova, Anton Shulepov
Comparative Review of the Intrusion Detection Systems Based on Federated Learning: Advantages and Open Challenges. Algorithms 15 (7) (2022)