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 "Attacks"

    A method for detecting attacks on web applications using a web application firewall based on an artificial neural network

    Software security
    Suprun A. F.Sobolev N. V.
    • Year: 2023
    • Issue: Спецвыпуск
    • 5
    • 397
    • Pages: 159-172

    Privacy of machine learning models

    Artificial intelligence and machine learning systems security
    Rudnitskaya E.A.Poltavtseva M. A.
    • Year: 2023
    • Issue: Спецвыпуск
    • 0
    • 390
    • Pages: 108-119

    Ensuring the security of web resources based on intelligent analysis of network traffic

    Network and cyber-physic systems security
    Skokov N. S.Krundyshev V. M.
    • Year: 2023
    • Issue: Спецвыпуск
    • 1
    • 398
    • Pages: 77-85

    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
    • 387
    • Pages: 54-64

    Protection of AI/ML federated learning systems from poisoning attacks

    Machine learning and knowledge control systems
    Poltavtseva M. A.Vasilyeva A. A.
    • Year: 2026
    • Issue: 2
    • 9
    • 611
    • Pages: 121-137

    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
    • 540
    • Pages: 113-120

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

    Software security
    Zdornikov E. O.
    • Year: 2026
    • Issue: 1
    • 11
    • 981
    • Pages: 58-68

    Detection of computer attacks in networks of industrial Internet of Things based on the computing model of hierarchical temporary memory

    Cyber-physic systems security
    Markov G.A.Krundyshev V. M.Kalinin M. O.Zegzhda D. P.Busygin A. G.
    • Year: 2023
    • Issue: 2
    • 1
    • 1125
    • Pages: 163-172

    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
    • 1103
    • Pages: 123-139

    Protection against attacks on machine learning systems on the example of evadiation attacks in medical image analysis

    Machine learning and knowledge control systems
    Rudnitskaya E.A.Poltavtseva M. A.
    • Year: 2022
    • Issue: 2
    • 1
    • 1062
    • Pages: 148-159

    Medical cyber-physical systems attack systematization

    Cyber-physic systems security
    Poltavtseva M. A.Kharitonova A. N.
    • Year: 2021
    • Issue: 3
    • 1
    • 1202
    • Pages: 118-129

    The impact of adversarial attacks on deep learning models

    Machine learning and knowledge control systems
    Spirin A. A.Lebin M. E.Gindin E. M.Isakova N. Yu.
    • Year: 2025
    • Issue: 4
    • 21
    • 1341
    • Pages: 163-183

    Security issues in federated learning systems

    Applied cryptography
    Aleksandrova E. B.Gadisova V. A.
    • Year: 2025
    • Issue: 4
    • 17
    • 1249
    • Pages: 76-88

    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
    • 1335
    • Pages: 62-78

    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
    • 1287
    • Pages: 39-49

    Using adversarial attacks to protect against automatic text recognition in CAPTCHA services

    Tsurkan I. S.Malyshev E. V.Zubkov E. A.Moskvin D. A.
    • Year: 2024
    • Issue: Спецвыпуск
    • 2
    • 1280
    • Pages: 165-175

    Creatıon of software technıcal tools to protect technologıcal processes from ınternet threats

    Critical information infrastructure security
    Pashayev F. H.Zeynalov J. I.Najafov H. T.
    • Year: 2024
    • Issue: 2
    • 2
    • 1217
    • Pages: 104-116

    Ensuring information security of vanets based on early detection of malicious nodes

    Critical information infrastructure security
    Pahomov M. A.Pavlenko E. Yu.
    • Year: 2024
    • Issue: 2
    • 0
    • 1185
    • Pages: 95-103

    Mitigation of speculative execution attacks by Intel DAL technology application

    Information security application
    Sokolov A. S.Chernov A. Yu.Konoplev A. S.
    • Year: 2022
    • Issue: 2
    • 2
    • 1462
    • Pages: 9-19

    Synthetic data generation for honeypot systems using deep learning methods

    Cyber-physic systems security
    Danilov V. D.Ovasapyan T. D.Ivanov D. V.Konoplev A. S.
    • Year: 2022
    • Issue: 1
    • 5
    • 1297
    • Pages: 96-109

    Speculative execution attack-resistant cryptoservices

    Applied cryptography
    Sokolov A. S.Chernov A. Yu.Konoplev A. S.
    • Year: 2022
    • Issue: 1
    • 1
    • 1220
    • Pages: 77-84

    The specifics of solving the problem of information security risk management when developing methods of protection against hidden steganographic information exchange on public Internet resources

    Information security application
    Fedosenko M.Yu.
    • Year: 2024
    • Issue: 1
    • 2
    • 1425
    • Pages: 80-95

    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
    • 1310
    • Pages: 111-118

    The hybrid method for evasion attacks detection in the machine learning systems

    Machine learning and knowledge control systems
    Ivanova O. D.Kalinin M. O.
    • Year: 2023
    • Issue: 1
    • 0
    • 1276
    • Pages: 104-110

    Information model for countering the illegal distribution of personal data in information systems

    Fokina S. I.Yakovleva P. А.Garkushev A. Yu.Morozova A. I.Suprun A. F.
    • Year: 2025
    • Issue: Спецвыпуск
    • 9
    • 1370
    • Pages: 156-167

    Research of adversarial attacks on classical machine learning models in the context of network threat detection

    Machine learning and knowledge control systems
    Yugai P. E.
    • Year: 2025
    • Issue: 3
    • 29
    • 1690
    • Pages: 147-164

    From exploitation to protection: analysis of methods for defending against attacks on LLMS

    Machine learning and knowledge control systems
    Velichko I. S.Bezzateev S. V.
    • Year: 2025
    • Issue: 3
    • 27
    • 1632
    • Pages: 110-120

    From exploitation to protection: a deep dive into adversarial attacks on LLMS

    Machine learning and knowledge control systems
    Velichko I. S.Bezzateev S. V.
    • Year: 2025
    • Issue: 1
    • 22
    • 1638
    • Pages: 43-58