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

    Security issues in federated learning systems

    Applied cryptography
    Aleksandrova E. B.Gadisova V. A.
    • Year: 2025
    • Issue: 4
    • 17
    • 1251
    • Pages: 76-88

    A protection method for the global model of the federated learning systems based on a trust model

    Machine learning and knowledge control systems
    Krundyshev V. M.Cheskidov V. K.Kalinin M. O.
    • Year: 2024
    • Issue: 4
    • 4
    • 1263
    • Pages: 94-108

    An automated method for assessing the correctness of distributed algorithms using chaos engineering testing

    Lyrchikov A. A.Dakhnovich A. D.Moskvin D. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 1
    • 1487
    • Pages: 99-111

    Protecting neural network models from privacy violation threats in federated learning using optimization methods

    Machine learning and knowledge control systems
    Bezborodov P. D.Lavrova D. S.
    • Year: 2025
    • Issue: 1
    • 7
    • 1528
    • Pages: 21-29