POISCS
    Problems of information security. Computer systemsPeter the Great St. Petersburg Polytechnic University
    Since 1999
    ISSN 2071-8217
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    Articles by keywords "anomaly detection"

    Integration of recommender systems into UEBA architecture for behavioral anomaly detection

    Machine learning and knowledge control systems
    Logacheva S. V.Moskalev N. O.Lavrova D. S.
    • Year: 2026
    • Issue: 3
    • 3
    • 231
    • Pages: 110-119

    Ensuring the security of web resources based on intelligent analysis of network traffic

    Network and cyber-physic systems security
    Skokov N. S.Krundyshev V. M.
    • Year: 2023
    • Issue: Спецвыпуск
    • 1
    • 589
    • Pages: 77-85

    Detecting anomalies in security events based on statistical analysis and large language models

    Information security application
    Nemchinov A. V.Ovasapyan T. D.Zhukovskii E. V.
    • Year: 2026
    • Issue: 2
    • 21
    • 799
    • Pages: 49-59

    A method for determining typical time characteristics of security events based on statistical data for correlation analysis tasks

    Information security application
    Mikhanko A. D.Mashkina I.V.
    • Year: 2026
    • Issue: 2
    • 21
    • 826
    • Pages: 32-48

    Comparison of the effectiveness of anomaly detection by machine learning algorithms without a teacher

    Machine learning and knowledge control systems
    Gololobov N. V.Pavlenko E. Yu.
    • Year: 2022
    • Issue: 2
    • 2
    • 1239
    • Pages: 135-147

    IoT devices analysis using neural networks ensemble trained on unbalanced sample

    Information security cyber-physic systems
    Sukhoparov M.E.Lebedev I.S.
    • Year: 2021
    • Issue: 2
    • 3
    • 1460
    • Pages: 127-134

    Anomaly detection in cyber-physical systems using graph neural networks

    Information security cyber-physic systems
    Vasileva K.V.Lavrova D. S.
    • Year: 2021
    • Issue: 1
    • 5
    • 1891
    • Pages: 117-130

    Banking fraud detection using graph neural networks

    Cyber-physic systems security
    Sergadeeva A. I.Lavrova D. S.
    • Year: 2021
    • Issue: 4
    • 14
    • 1607
    • Pages: 112-122

    Data processing and mining to detect a data privacy violations from internal intruder in a DBMS

    Lavrenko E. S.Poltavtseva M. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 20
    • 1600
    • Pages: 69-81

    Detection of potentially malicious activity in CI/CD pipelines based on analysis of runner behavior

    Software security
    Bugaev V. A.Zhukovskii E. V.Lyrchikov A. A.
    • Year: 2025
    • Issue: 1
    • 25
    • 1845
    • Pages: 69-82