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 "Language models"

    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
    • 14
    • 562
    • Pages: 49-59

    Use of large language models for security event analysis

    Machine learning and knowledge control systems
    Tumakov M. D.Ivanova L. A.
    • Year: 2026
    • Issue: 1
    • 18
    • 930
    • Pages: 201-213

    Application of large language models in event forecasting field

    Dakhnovich A. D.Bogina V. M.Makeeva A. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 26
    • 1725
    • Pages: 58-68

    Combination of methods of selective teacher intervention in the student’s learning process and low-rank adaptation in the knowledge distillation model

    Machine learning and knowledge control systems
    Tatarnikova T. M.Sikarev I. A.Abramov V. M.
    • Year: 2025
    • Issue: 2
    • 6
    • 1576
    • Pages: 121-130

    Cluster analysis of vector representations of malicious query language models: comparison of methods of obtaining embeddings based on character N-grams, individual words a nd whole sentences

    Machine learning and knowledge control systems
    Spirin A. A.Ikonnikov A. V.Matuhina E. N.
    • Year: 2025
    • Issue: 3
    • 11
    • 1594
    • Pages: 121-146

    From exploitation to protection: analysis of methods for defending against attacks on LLMS

    Machine learning and knowledge control systems
    Velichko I. S.Bezzateev S. V.
    • Year: 2025
    • Issue: 3
    • 27
    • 1634
    • Pages: 110-120

    Generalized method for comparative analysis of fuzz testing tools

    Software security
    Ognev R. A.Zegzhda D. P.
    • Year: 2025
    • Issue: 3
    • 29
    • 1536
    • Pages: 20-29

    Fuzzing of closed-source software using large language models

    Software security
    Gavrichkov D. A.Ovasapyan T. D.Ivanov D. V.
    • Year: 2025
    • Issue: 3
    • 54
    • 1742
    • Pages: 9-19

    From exploitation to protection: a deep dive into adversarial attacks on LLMS

    Machine learning and knowledge control systems
    Velichko I. S.Bezzateev S. V.
    • Year: 2025
    • Issue: 1
    • 22
    • 1640
    • Pages: 43-58