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 "Adversarial attacks"

    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.
    • Year: 2026
    • Issue: 2
    • 10
    • 765
    • Pages: 113-120

    Protection against attacks on machine learning systems on the example of evadiation attacks in medical image analysis

    Machine learning and knowledge control systems
    Rudnitskaya E.A.Poltavtseva M. A.
    • Year: 2022
    • Issue: 2
    • 1
    • 1246
    • Pages: 148-159

    The impact of adversarial attacks on deep learning models

    Machine learning and knowledge control systems
    Spirin A. A.Lebin M. E.Gindin E. M.Isakova N. Yu.
    • Year: 2025
    • Issue: 4
    • 22
    • 1555
    • Pages: 163-183

    Using adversarial attacks to protect against automatic text recognition in CAPTCHA services

    Tsurkan I. S.Malyshev E. V.Zubkov E. A.Moskvin D. A.
    • Year: 2024
    • Issue: Спецвыпуск
    • 2
    • 1471
    • Pages: 165-175

    Research of adversarial attacks on classical machine learning models in the context of network threat detection

    Machine learning and knowledge control systems
    Yugai P. E.
    • Year: 2025
    • Issue: 3
    • 38
    • 1912
    • Pages: 147-164

    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
    • 28
    • 1878
    • Pages: 110-120

    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
    • 34
    • 1953
    • Pages: 43-58