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 "classification"

    A model for analyzing heterogeneous behavioral digital fingerprints based on structurally sound distance metrics

    Salomatin A. A.Davydov V. A.
    • Year: 2026
    • Issue: Спецвыпуск
    • 2
    • 195
    • Pages: 61-73

    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

    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
    • 542
    • Pages: 113-120

    Attack detection by artificial neural networks

    Network and telecommunication security
    Tatarnikova T. M.Sikarev I. A.
    • Year: 2023
    • Issue: 4
    • 1
    • 1153
    • Pages: 84-94

    Development of a trainable neural network for analysis of linguistic data

    Machine learning and knowledge control systems
    Grigoriev M. D.Tatarnikova T. M.
    • Year: 2023
    • Issue: 3
    • 0
    • 1080
    • Pages: 170-176

    Multi-label classification of labels of system logs of computer networks. Formalization of the task

    Machine learning and knowledge control systems
    Sheluhin O. I.Rakovskiy D. I.
    • Year: 2023
    • Issue: 3
    • 4
    • 1115
    • Pages: 154-169

    VOICE IDENTIFICATION METHOD BASED ON MACHINE LEARNING

    Machine learning and knowledge control systems
    SHNIPEROV A.N.POTYLITSINA Y.V.
    • Year: 2022
    • Issue: 3
    • 0
    • 1024
    • Pages: 143-154

    Encrypted files detection algorithm

    Software security
    Kozachok A. V.Kozachok A. V.Spirin A. A.
    • Year: 2021
    • Issue: 3
    • 2
    • 1298
    • Pages: 16-26

    Detection malware based on clusterization of performed actions

    Software security
    Ognev R. A.Zhukovskii E. V.Zegzhda D. P.
    • Year: 2021
    • Issue: 2
    • 5
    • 1229
    • Pages: 118-126

    Protection against adversarial attacks on malicious executable detection methods using machine learning algorithms

    Network and telecommunication security
    Marshev I. I.Zhukovskii E. V.Aleksandrova E. B.
    • Year: 2021
    • Issue: 1
    • 9
    • 1427
    • Pages: 50-54

    Authorship identification and verification using machine and deep learning methods

    Machine learning and knowledge control systems
    Tolgorenko E. M.Zubkov E. A.Ovasapyan T. D.
    • Year: 2024
    • Issue: 2
    • 3
    • 1297
    • Pages: 178-193

    Detection of fake news spread using machine learning

    Lavrova D. S.Zyryanova A. A.Lyrchikov A. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 19
    • 1483
    • Pages: 82-98