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 "Intrusion Detection"

    IoT data augmentation using generative adversarial networks

    Software security
    Platonov V. V.Skiba D. A.
    • Year: 2026
    • Issue: 2
    • 3
    • 483
    • Pages: 82-91

    Forecasting multistage attacks in Kubernetes from Falco alerts using State-Space Models

    Software security
    Zdornikov E. O.
    • Year: 2026
    • Issue: 1
    • 11
    • 957
    • Pages: 58-68

    Adversarial attacks against a machine learning based intrusion detection system

    Machine learning and knowledge control systems
    Getman A. I.Goryunov M. N.Matskevich A. G.Rybolovlev D. A.Nikolskaya A. G.
    • Year: 2023
    • Issue: 4
    • 13
    • 1400
    • Pages: 156-190

    Using machine learning algorithms and Honeypot system to detect adversarial attacks on intrusion detection systems

    Machine learning and knowledge control systems
    Yugai P. E.Moskvin D. A.
    • Year: 2023
    • Issue: 4
    • 4
    • 1137
    • Pages: 145-155

    Decentralized approach to intrusion detection in dynamic networks of the Internet of Things basing on multi-agent reinforcement learning and inter-agent communication

    Machine learning and knowledge control systems
    Kalinin M. O.Tkacheva E. I.
    • Year: 2023
    • Issue: 2
    • 11
    • 1109
    • Pages: 202-211

    Malware detection approach based on the detection of abnormal network traffic using machine learning algorithms

    Software security
    Kriulin A. A.Eremeev M. A.Nefedov V. S.
    • Year: 2021
    • Issue: 3
    • 5
    • 1264
    • Pages: 27-33

    Adversarial attacks on intrusion detection systems using LSTM classifier

    Network and telecommunication security
    Kulikov D. A.Platonov V. V.
    • Year: 2021
    • Issue: 2
    • 3
    • 1317
    • Pages: 48-56

    Analysis of ultra-high volumes of network traffic based on quantum machine learning

    Network and telecommunication security
    Kalinin M. O.Krundyshev V. M.
    • Year: 2021
    • Issue: 1
    • 2
    • 1268
    • Pages: 39-49

    Predicting network attacks on IoT systems using regression analysis

    Network and telecommunication security
    Lavrova D. S.Strukova N.E.
    • Year: 2021
    • Issue: 4
    • 3
    • 1220
    • Pages: 39-50

    Methodology for detecting anomalies in the traffic of the Internet of Things

    Network and telecommunication security
    Tatarnikova T. M.Sverlikov A. V.Sikarev I. A.
    • Year: 2022
    • Issue: 1
    • 4
    • 1403
    • Pages: 51-57

    The architecture of a software package for wireless ad-hoc network protection from active network attacks

    Pahomov M. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 0
    • 1375
    • Pages: 124-133

    Model of node interaction in a mobile ad-hoc network considering protection against active network attacks

    Network and telecommunication security
    Pahomov M. A.
    • Year: 2025
    • Issue: 1
    • 1
    • 1406
    • Pages: 132-144

    Detecting adversarial samples in intrusion detection systems using machine learning models

    Machine learning and knowledge control systems
    Kirillov R. B.Kalinin M. O.
    • Year: 2025
    • Issue: 1
    • 16
    • 1563
    • Pages: 59-68