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 Engineering Sciences
    Rank
    Professor
    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
    • 1598
    • Pages: 21-29

    Detection of fake news spread using machine learning

    Lavrova D. S.Zyryanova A. A.Lyrchikov A. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 19
    • 1550
    • 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
    • 1411
    • 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
    • 4
    • 1361
    • Pages: 169-177

    Intelligent recommender system for counteracting network attacks

    Goretsky I. A.Lavrova D. S.
    • Year: 2024
    • Issue: Спецвыпуск
    • 1
    • 1246
    • 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
    • 1292
    • 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
    • 1240
    • Pages: 91-100

    Banking fraud detection using graph neural networks

    Cyber-physic systems security
    Sergadeeva A. I.Lavrova D. S.
    • Year: 2021
    • Issue: 4
    • 9
    • 1436
    • 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
    • 1394
    • 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
    • 4
    • 1765
    • 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
    • 1264
    • 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
    • 1189
    • 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
    • 4
    • 1366
    • 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
    • 1391
    • 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
    • 447
    • Pages: 54-64

    Protection of artificial intelligence models from backdoor attacks

    Moskalev N. O.Logacheva S. V.Lavrova D. S.
    • Year: 2026
    • Issue: Спецвыпуск
    • 8
    • 273
    • Pages: 51-60

    Integration of recommender systems into UEBA architecture for behavioral anomaly detection

    Machine learning and knowledge control systems
    Logacheva S. V.Moskalev N. O.Lavrova D. S.
    • Year: 2026
    • Issue: 3
    • 0
    • 29
    • Pages: 110-119