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 "neural networks"

    Application of machine learning to the problems of recovering the sequence of deleted data fragments

    Sorokin A. A.Pavlenko E. Yu.
    • Year: 2026
    • Issue: Спецвыпуск
    • 3
    • 199
    • Pages: 96-104

    Protection of artificial intelligence models from backdoor attacks

    Moskalev N. O.Logacheva S. V.Lavrova D. S.
    • Year: 2026
    • Issue: Спецвыпуск
    • 8
    • 207
    • Pages: 51-60

    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
    • 389
    • Pages: 54-64

    Malware detection using deep neural networks

    Software security
    Volkovskiy M. A.Ovasapyan T. D.Makarov A. S.
    • Year: 2023
    • Issue: 4
    • 4
    • 1177
    • Pages: 72-83

    STUDY OF MACHINE LEARNING METHODS TO ENSURE INFORMATION SECURITY IN RETAIL TRADING OPERATIONS

    Machine learning and knowledge control systems
    Bezzateev S. V.Elina T. N.KRASNIKOV N.S.
    • Year: 2022
    • Issue: 3
    • 1
    • 1026
    • Pages: 155-166

    Comparative analysis of the problems of the application of steganography methods in the implementation of illegal actions and its role in digital forensics

    Information security application
    Fedosenko M.Yu.Bezzateev S. V.
    • Year: 2023
    • Issue: 3
    • 13
    • 1220
    • Pages: 33-57

    Artificial neural networks in the navigation safety system of autonomous unmanned vessels

    Machine learning and knowledge control systems
    Milyakov D. F.Sikarev I. A.Travin S. V.
    • Year: 2023
    • Issue: 2
    • 6
    • 1102
    • Pages: 191-201

    Comparison of the effectiveness of anomaly detection by machine learning algorithms without a teacher

    Machine learning and knowledge control systems
    Gololobov N. V.Pavlenko E. Yu.
    • Year: 2022
    • Issue: 2
    • 0
    • 1054
    • Pages: 135-147

    Fake posts detection using graph neural networks

    Network and telecommunication security
    Izotova O. A.Lavrova D. S.
    • Year: 2021
    • Issue: 3
    • 3
    • 1205
    • Pages: 34-43

    Anomaly detection in cyber-physical systems using graph neural networks

    Network and telecommunication security
    Ivanov M. I.Pavlenko E. Yu.
    • Year: 2021
    • Issue: 2
    • 3
    • 1364
    • Pages: 21-40

    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
    • 1697
    • Pages: 117-130

    Banking fraud detection using graph neural networks

    Cyber-physic systems security
    Sergadeeva A. I.Lavrova D. S.
    • Year: 2021
    • Issue: 4
    • 9
    • 1381
    • Pages: 112-122

    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
    • 1284
    • Pages: 169-177

    The use of convolutional neural networks to enhance the security of steganographic methods

    Prisich M. A.Bezborodko A. I.
    • Year: 2025
    • Issue: Спецвыпуск
    • 7
    • 1470
    • Pages: 134-144

    The application of machine learning algorithms in securing IoT-systems network infrastructure in water transport systems

    Research, monitoring and optimization of automated technological processes and productions control systems
    Arbuzov A. M.Nyrkov A. P.Terekhov A. N.Li I. V.Demenev D. A.
    • Year: 2025
    • Issue: 2
    • 6
    • 1448
    • Pages: 131-142

    Building a semantic space of intentions using generative pre-trained models for solving the spam filtering task

    Network and telecommunication security
    Zhukov I. Yu.Balashova E. E.Mandrov A. P.Kravchenko N. D.
    • Year: 2025
    • Issue: 3
    • 10
    • 1537
    • Pages: 55-68