POISCS
    Problems of information security. Computer systemsPeter the Great St. Petersburg Polytechnic University
    Since 1999
    ISSN 2071-8217
    enАнглийский
    Version for the visually impaired
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    No. 2, 2026
    Year: 2026
    Issue: 2
    Pages: 158
    19
    451
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    Transformation of the cyber threat paradigm: deepfake as a determinant of risk escalation in social engineering attacks

    Information security application
    Kiselev A.N.Bondarenko V. S.Tatarenko D. G.
    • 5
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    The method for selecting technical implementation of incident response measures

    Information security application
    Kuznetsov A. V.
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    A method for determining typical time characteristics of security events based on statistical data for correlation analysis tasks

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

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    Nemchinov A. V.Ovasapyan T. D.Zhukovskii E. V.
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    Psychological effects of work in Security Operations Center (SOC) systems: burnout, cognitive load, and the role of AI-assistants

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    Larionova E. V.Bunas I. L.Garkushev A. Yu.Suprun A. F.
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    Deobfuscation of malicious software using LLVM intermediate representation

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    Milyutin N. A.Ovasapyan T. D.Ivanov D. V.
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    IoT data augmentation using generative adversarial networks

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    • 33
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    Recognizing function prologues in binary files with recurrent neural networks

    Software security
    Shaikhanov A. S.
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    • 31
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    Protection against adversarial attacks based on a dynamically reconfigurable ensemble of machine learning models

    Machine learning and knowledge control systems
    Gavva G. D.Kalinin M. O.
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    • 33
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    Protection of AI/ML federated learning systems from poisoning attacks

    Machine learning and knowledge control systems
    Poltavtseva M. A.Vasilyeva A. A.
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    On the impact of discretization on the practical secrecy of keys, formed by the interval scheme

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