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  1. 2023

  2. Using of Transformer-Based Language Models to Separate Traffic Packets of Different Protocols

    Rusinova, Z. & Chernyshov, Y., 24 Oct 2023, 2023 18th International Symposium on Problems of Redundancy in Information and Control Systems, REDUNDANCY 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 47-50 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  3. About Explainable Machine Learning Models for Anomaly Detection in Cyber-Physical Systems: book chapter

    Chernyshov, Y., 18 Sept 2023, Proceedings of the Seventh International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’23): book. Kovalev, S., Sukhanov, A. & Kotenko, I. (eds.). Springer Cham, p. 106-114 9 p. Chapter 11. (Lecture Notes in Networks and Systems; vol. 777).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  4. Analysis of the LSTM-AE OCSVM Method for Finding Anomalies in Multivariate Time Series

    Klekchyan, P., Mayatskaya, E. & Chernyshov, Y., 15 May 2023, Proceedings - 2023 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 332-335 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  5. Application of Danger Theory for Anomaly Detection on Technological Data

    Bredikhin, B. & Chernyshov, Y., 15 May 2023, Proceedings - 2023 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 348-350 3 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  6. Using of NLP Methods to Separate Traffic Packets of Different Protocols

    Rusinova, Z. & Chernyshov, Y., 15 May 2023, Proceedings - 2023 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 344-347 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  7. Базовые алгоритмы машинного обучения на языке Python: учебное пособие

    Долганов, А. Ю., Ронкин, М. В., Созыкин, А. В., Берг, Д. Б. (ed.), Григорьев, А. М. & Чернышов, Ю. Ю., 2023, Екатеринбург: Издательство Уральского университета. 124 p.

    Research output: Book/Report › Scholarly edition › peer-review

  8. 2022

  9. Named Entity Recognition Methods in Zero Knowledge Network Traffic Analysis

    Bredikhin, B., Sinadskiy, A. & Chernyshov, Y., 2022, Proceedings - 2022 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2022. Institute of Electrical and Electronics Engineers Inc., p. 302-304 3 p. (Proceedings - 2022 Ural Symposium on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  10. 2001

  11. An analog of the centered riemann wave in heat-conducting inviscid gas

    Bautin, S. P. & Chernyshov, Y. Y., 2001, In: Doklady Physics. 46, 9, p. 659-662 4 p.

    Research output: Contribution to journal › Article › peer-review

ID: 29440571