POISCS
    Problems of information security. Computer systemsPeter the Great St. Petersburg Polytechnic University
    Since 1999
    ISSN 2071-8217
    enАнглийский
    Version for the visually impaired
    AuthorDaria S. Lavrova
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    Daria S. Lavrova
    Daria S. Lavrova
    Affiliation
    Peter the Great St. Petersburg Polytechnic University
    Degree
    Doctor of Technical Sciences
    Russia, 195251, St. Petersburg, Polytechnicheskaya str., 29
    Publications
    Orcid ID
    0000-0003-2849-4682

    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
    • 1131
    • Pages: 21-29

    Detection of fake news spread using machine learning

    Lavrova D. S.Zyryanova A. A.Lyrchikov A. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 16
    • 1115
    • Pages: 82-98

    Countering steganalysis based on generative adversarial networks

    Information security application
    Sergadeeva A. I.Lavrova D. S.Aleksandrova E. B.
    • Year: 2024
    • Issue: 2
    • 1
    • 974
    • Pages: 57-65

    Detection of artificially synthesized audio files using graph neural networks

    Machine learning and knowledge control systems
    Izotova O. A.Lavrova D. S.
    • Year: 2024
    • Issue: 2
    • 3
    • 889
    • Pages: 169-177

    Intelligent recommender system for counteracting network attacks

    Goretsky I. A.Lavrova D. S.
    • Year: 2024
    • Issue: Спецвыпуск
    • 0
    • 841
    • Pages: 24-30

    Predicting network attacks on IoT systems using regression analysis

    Network and telecommunication security
    Lavrova D. S.Strukova N.E.
    • Year: 2021
    • Issue: 4
    • 3
    • 877
    • Pages: 39-50

    Development of a mechanism to control message integrity on the local network of vehicles

    Cyber-physic systems security
    Lavrova D. S.Pavlenko E. Yu.Vasileva K.V.
    • Year: 2021
    • Issue: 4
    • 0
    • 831
    • Pages: 91-100

    Banking fraud detection using graph neural networks

    Cyber-physic systems security
    Sergadeeva A. I.Lavrova D. S.
    • Year: 2021
    • Issue: 4
    • 6
    • 981
    • Pages: 112-122

    Detection of network attacks in software-defined networks using isolating forest algorithm

    Network and telecommunication security
    Stepanov M. D.Pavlenko E. Yu.Lavrova D. S.
    • Year: 2021
    • Issue: 1
    • 2
    • 954
    • Pages: 62-78

    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
    • 3
    • 1268
    • Pages: 117-130

    Fake posts detection using graph neural networks

    Network and telecommunication security
    Izotova O. A.Lavrova D. S.
    • Year: 2021
    • Issue: 3
    • 3
    • 853
    • Pages: 34-43

    A probabilistic approach to assessing the cyber resilience of mobile networks based on their connectivity

    Cyber-physic systems security
    Bogina V. M.Lavrova D. S.Zegzhda D. P.Pavlenko E. Yu.
    • Year: 2023
    • Issue: 2
    • 0
    • 735
    • Pages: 123-139

    DDoS attacks detection based on a modular neural network

    Machine learning and knowledge control systems
    Sergadeeva A. I.Lavrova D. S.
    • Year: 2023
    • Issue: 1
    • 3
    • 960
    • Pages: 111-118

    Protection of the machine learning models from the training data membership inference

    Machine learning and knowledge control systems
    Muryleva A.A.Kalinin M. O.Lavrova D. S.
    • Year: 2024
    • Issue: 1
    • 2
    • 941
    • Pages: 142-152

    Early detection of network attacks based on weight agnostic neural networks

    Network and cyber-physic systems security
    Izotova O. A.Lavrova D. S.
    • Year: 2023
    • Issue: Спецвыпуск
    • 0
    • 44
    • Pages: 54-64