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 "model"

    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

    Application of distribution laws to model the influence of the human factor

    Lopatin M. S.Garkushev A. Yu.Suprun A. F.
    • Year: 2026
    • Issue: Спецвыпуск
    • 12
    • 208
    • Pages: 41-50

    A set-theoretic model of data poisoning attack techniques in artificial intelligence systems

    Artificial intelligence and machine learning systems security
    Gololobov N. V.Zegzhda D. P.
    • Year: 2023
    • Issue: Спецвыпуск
    • 0
    • 398
    • Pages: 120-129

    Privacy of machine learning models

    Artificial intelligence and machine learning systems security
    Rudnitskaya E.A.Poltavtseva M. A.
    • Year: 2023
    • Issue: Спецвыпуск
    • 0
    • 392
    • Pages: 108-119

    Protection against the threat of the machine learning models extraction

    Artificial intelligence and machine learning systems security
    Soshnev M. D.Kalinin M. O.
    • Year: 2023
    • Issue: Спецвыпуск
    • 0
    • 384
    • Pages: 95-107

    A framework for security policies modeling for big data systems

    Network and cyber-physic systems security
    Berko A. S.Poltavtseva M. A.
    • Year: 2023
    • Issue: Спецвыпуск
    • 1
    • 404
    • Pages: 65-76

    Development of a metaverse model for user access control to metaverse resources

    Network and cyber-physic systems security
    ZAGALSKII D. S.Kashkarov O. E.Moskvin D. A.Solovey R. S.LOGINOV Z. G.
    • Year: 2023
    • Issue: Спецвыпуск
    • 1
    • 395
    • Pages: 45-53

    On the impact of discretization on the practical secrecy of keys, formed by the interval scheme

    Applied cryptography
    Bogdanov D. S.
    • Year: 2026
    • Issue: 2
    • 12
    • 524
    • Pages: 138-148

    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

    Detecting anomalies in security events based on statistical analysis and large language models

    Information security application
    Nemchinov A. V.Ovasapyan T. D.Zhukovskii E. V.
    • Year: 2026
    • Issue: 2
    • 14
    • 562
    • Pages: 49-59

    Use of large language models for security event analysis

    Machine learning and knowledge control systems
    Tumakov M. D.Ivanova L. A.
    • Year: 2026
    • Issue: 1
    • 18
    • 929
    • Pages: 201-213

    Multi-level model of secure interoperability in e-commerce based on a security profile

    Network and telecommunication security
    Razinkin E. I.
    • Year: 2026
    • Issue: 1
    • 6
    • 922
    • Pages: 123-133

    Analysis of information security issues in hyperconvergent infrastructure

    Network and telecommunication security
    Mashkina I.V.Dunyushkina K. S.
    • Year: 2026
    • Issue: 1
    • 35
    • 978
    • Pages: 87-98

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

    Software security
    Zdornikov E. O.
    • Year: 2026
    • Issue: 1
    • 11
    • 983
    • Pages: 58-68

    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
    • 1160
    • Pages: 145-155

    Cluster analysis of a collective of algorithms for multicore neural network automates and robots on chip

    Machine learning and knowledge control systems
    Ruchkin V.N.Fulin V.A.Ruchkina E. V.Grigorenko D. V.
    • Year: 2023
    • Issue: 4
    • 0
    • 1117
    • Pages: 133-144

    Decentralized messaging systems threat model

    Network and telecommunication security
    Anoshkin I. A.Orel E.M.Moskvin D. A.
    • Year: 2023
    • Issue: 4
    • 2
    • 1110
    • Pages: 105-115

    Substantiation of the rational composition of the information security system

    Information security aspects
    Zegzhda D. P.Anisimov Vladimir G.Suprun A. F.Anisimov E. G.
    • Year: 2023
    • Issue: 4
    • 11
    • 1094
    • Pages: 9-18

    Balance production models with information security

    Research, monitoring and optimization of automated technological processes and productions control systems
    Baryshnikov S.O.Ivanyuk V. Yu.Sakharov V.V.Sikarev I. A.
    • Year: 2023
    • Issue: 3
    • 0
    • 1092
    • Pages: 138-147

    Ranking model of the system of compromise indicators of nodes of a corporate data transmission network

    Network and telecommunication security
    Bezzateev S. V.Mylnikov V. A.Starodub A. R.
    • Year: 2023
    • Issue: 3
    • 1
    • 1117
    • Pages: 82-89

    SYNTHESIS OF AN OBSERVER FOR THE SHIP’S COURSE CONTROL SYSTEM

    Research, monitoring and optimization of automated technological processes and productions control systems
    Baryshnikov S.O.Sakharov V.V.Sikarev I. A.
    • Year: 2022
    • Issue: 3
    • 0
    • 1140
    • Pages: 130-142

    A MODEL OF DIFFERENTIATION OF ACCESS RIGHTS FOR A VIRTUAL SQUAD OF UNMANNED AERIAL VEHICLES

    Research, monitoring and optimization of automated technological processes and productions control systems
    Kurakin A. S.
    • Year: 2022
    • Issue: 3
    • 4
    • 986
    • Pages: 121-129

    METHODS OF COMPUTER NETWORK CLUSTERING IN CYBERSECURITY TASKS

    Information security application
    Pavlenko E. Yu.Eremenko I.S.Fatin A. D.
    • Year: 2022
    • Issue: 3
    • 3
    • 1005
    • Pages: 36-44

    INTELLECTUAL STRETEGY OF SECURITY ON BASE CHOSING OF ARCHITECTURE COMPUTING AND NEUROPROCESSING NETS

    Information security application
    Ruchkin V.N.KOSTROV B.V.Fulin V.A.
    • Year: 2022
    • Issue: 3
    • 0
    • 1079
    • Pages: 9-23

    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

    Cybersecurity assessment of cyber-physical system based on analysis of malware signatures

    Cyber-physic systems security
    Zegzhda D. P.Zubkov E. A.Moskvin D. A.
    • Year: 2023
    • Issue: 2
    • 5
    • 1130
    • Pages: 150-162

    Approaches to building situational control systems for cyberphysical systems overview

    Cyber-physic systems security
    Fatin A. D.Pavlenko E. Yu.
    • Year: 2021
    • Issue: 3
    • 1
    • 1187
    • Pages: 137-144

    The method of modeling the process of functioning of an automated system of special purpose in conditions of destructive influences

    Research, monitoring and optimization of automated technological processes and productions control systems
    Sukhov A. M.Krupenin A. V.Yakunin V. I.
    • Year: 2022
    • Issue: 2
    • 0
    • 1047
    • Pages: 106-124

    Development of a metric model of information events in the information security management system of economic activities

    Critical information infrastructure security
    Kirov A. D.
    • Year: 2021
    • Issue: 3
    • 0
    • 1231
    • Pages: 96-107

    Mathematical model of spread of computer attacks on critical information infrastructure

    Critical information infrastructure security
    Krundyshev V. M.
    • Year: 2022
    • Issue: 2
    • 1
    • 1071
    • Pages: 73-81

    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

    Immunization of complex networks: a system of differential equations and dynamic variation

    Critical information infrastructure security
    Pavlenko E. Yu.Fatin A. D.
    • Year: 2022
    • Issue: 2
    • 0
    • 1039
    • Pages: 65-72

    Identification of vulnerabilities in software for ARM processors using symbological execution

    Software security
    Abitov R. A.Pavlenko E. Yu.
    • Year: 2021
    • Issue: 3
    • 2
    • 1181
    • Pages: 9-15

    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
    • 1343
    • Pages: 163-183

    A model for implementing artificial intelligence into embedded systems

    Cyber-physic systems security
    Elina T. N.Shevchenko D. A.
    • Year: 2025
    • Issue: 4
    • 18
    • 1265
    • Pages: 35-47

    Analysis of the applicability of large language models to the simulation of realistic dialogues for the purpose of simulating social engineering attacks

    Information security application
    Bogina V. M.Borisov G. I.Bratko V. V.Dakhnovich A. D.Zegzhda D. P.
    • Year: 2025
    • Issue: 4
    • 77
    • 1540
    • Pages: 9-22

    Model for forming development program of organization’s information security system

    Special IT
    ZEGZHDA PDZegzhda D. P.Anisimov Vladimir G.Anisimov E. G.Saurenko T. N.
    • Year: 2021
    • Issue: 2
    • 7
    • 1301
    • Pages: 109-117

    Efficiency of computer network functioning in conditions of malicious information influences

    Special IT
    Zegzhda D. P.Anisimov Vladimir G.Anisimov E. G.Saurenko T. N.
    • Year: 2021
    • Issue: 1
    • 2
    • 1314
    • Pages: 96-101

    Use of agile management tools in projects of information security systems implementation

    Research, monitoring and optimization of automated technological processes and productions control systems
    Shmeleva A.S.Suloeva S.B.Rostova O.V.
    • Year: 2021
    • Issue: 4
    • 2
    • 1185
    • Pages: 123-136

    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
    • 1179
    • Pages: 91-100

    Optimization of the performance of the search information system in the legislative documents database

    Quality assessment and software systems support
    Pashayev F. H.Pashayeva S. E.Maqgsudova N. A.
    • Year: 2024
    • Issue: 4
    • 2
    • 1254
    • Pages: 152-161

    A protection method for the global model of the federated learning systems based on a trust model

    Machine learning and knowledge control systems
    Krundyshev V. M.Cheskidov V. K.Kalinin M. O.
    • Year: 2024
    • Issue: 4
    • 4
    • 1263
    • Pages: 94-108

    Key pre-distribution technique using Shamir’s secret sharing scheme

    Applied cryptography
    Shenets N. N.Aleksandrova E. B.Konoplev A. S.Gololobov N. V.
    • Year: 2024
    • Issue: 4
    • 7
    • 1433
    • Pages: 74-84

    Software tool for managing the access control model for the corporate portal

    Network and telecommunication security
    Kornienko A. A.Kornienko S. V.Barabanshchikova M. N.Sobakin S. V.
    • Year: 2024
    • Issue: 4
    • 1
    • 1224
    • Pages: 63-73

    Approach to creating personalised LLM agents based on MBTI personality traits

    Software security
    Bogina V. M.Velichko K. А.Makeeva A. A.Dakhnovich A. D.Zegzhda D. P.
    • Year: 2024
    • Issue: 3
    • 4
    • 1315
    • Pages: 127-141

    Research on the performance of AutoML platforms in confidential computing

    Software security
    Bezzateev S. V.Zhemelev G. A.Fomicheva S.G.
    • Year: 2024
    • Issue: 3
    • 4
    • 1202
    • Pages: 109-126

    Construction of deterministic and stochastic mathematical models of information system protection

    Information security aspects
    Rybkina O. V.
    • Year: 2024
    • Issue: 3
    • 8
    • 1312
    • Pages: 30-39

    A method for finding errors in program code based on inmemory fuzzing

    Software security
    Samarin N.N.
    • Year: 2024
    • Issue: 2
    • 2
    • 1263
    • Pages: 130-137

    Procedure for integration of information protection modules into domestic automated design systems in shipbuilding

    Technological systems, algorithmization of tasks and control objects modeling
    Garkushev A. Yu.Suprun A. F.Sysuev S. Yu.
    • Year: 2022
    • Issue: 1
    • 2
    • 1277
    • Pages: 121-132

    Metods of constructing mathematical models of quality indicators of the results of the process of functioning of the information security system

    Technological systems, algorithmization of tasks and control objects modeling
    Sukhov A. M.Krupenin A. V.Yakunin V. I.
    • Year: 2022
    • Issue: 1
    • 3
    • 1248
    • Pages: 110-120

    Automation of ship repair management

    Research, monitoring and optimization of automated technological processes and productions control systems
    Baryshnikov S.O.Sakharov V.V.Sikarev I. A.Abramov V. M.Shnurenko A.A.
    • Year: 2024
    • Issue: 2
    • 2
    • 1328
    • Pages: 66-72

    Quality improvement of information security events identification through input data splitting

    Information security application
    Lebedev I.S.Sukhoparov M.E.Tikhonov D.D.
    • Year: 2024
    • Issue: 2
    • 0
    • 1337
    • Pages: 31-43

    Mathematical model of information security event management using Markov chain in industrial systems

    Information security aspects
    Markov G.A.Krundyshev V. M.Zegzhda D. P.
    • Year: 2024
    • Issue: 2
    • 10
    • 1552
    • Pages: 20-30

    Reconfiguration of the system development model information security management: interaction of base modules with the operator

    Information security aspects
    Vedernikov Yu.V.Garkushev A. Yu.Lipis A.V.Suprun A. F.
    • Year: 2024
    • Issue: 2
    • 6
    • 1333
    • Pages: 9-19

    Intelligent mechanisms for extracting features of file modification in dynamic virus analysis

    Machine learning and knowledge control systems
    Fomicheva S.G.Gayduk O.D.
    • Year: 2024
    • Issue: 1
    • 0
    • 1360
    • Pages: 153-167

    A model for finding errors in software using spot-based fuzzing

    Software security
    Samarin N.N.
    • Year: 2024
    • Issue: 1
    • 6
    • 1319
    • Pages: 134-141

    Accounting for the impact of the human factor in cyber security models

    Information security application
    Karpova I.L.KURILOV A. V.Suprun A. F.Ivanova L. A.
    • Year: 2023
    • Issue: 2
    • 8
    • 1396
    • Pages: 27-36

    Current trends in methods of operational automation of data processing

    Technological systems, algorithmization of tasks and control objects modeling
    Vekshina T. V.Bolshakov V. A.Sikarev I. A.Korinets E. M.
    • Year: 2023
    • Issue: 1
    • 0
    • 1247
    • Pages: 79-87

    Presentation of graph-based model for use in automated security analysis systems

    Information security application
    Moskvin D. A.Orel E.M.Lyashenko A.A.
    • Year: 2024
    • Issue: 1
    • 3
    • 1359
    • Pages: 28-35

    Assessment of the competence of the intelligent information security management system

    Information security application
    Garkushev A. Yu.Lipis A.V.Karpova I.L.Suprun A. F.Shalkovskaya A.A.
    • Year: 2024
    • Issue: 1
    • 7
    • 1451
    • Pages: 18-27

    Ensuring the stability of online learning artificial intelligence systems based on model similarity assessment

    Tsibulskas K. A.Krundyshev V. M.Kalinin M. O.
    • Year: 2025
    • Issue: Спецвыпуск
    • 5
    • 1404
    • Pages: 168-178

    Hiding data in audio files using coverless steganography methods

    Rochman N. A.Bezborodko A. I.Aleksandrova E. B.
    • Year: 2025
    • Issue: Спецвыпуск
    • 24
    • 1516
    • Pages: 145-155

    Application of large language models in event forecasting field

    Dakhnovich A. D.Bogina V. M.Makeeva A. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 26
    • 1725
    • Pages: 58-68

    Countering illegitimate smart voice assistant triggering

    Bolokan A. V.Poltavtseva M. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 7
    • 1558
    • Pages: 34-47

    Combination of methods of selective teacher intervention in the student’s learning process and low-rank adaptation in the knowledge distillation model

    Machine learning and knowledge control systems
    Tatarnikova T. M.Sikarev I. A.Abramov V. M.
    • Year: 2025
    • Issue: 2
    • 6
    • 1575
    • Pages: 121-130

    The graph model of a defense system for detecting malicious activity in a functional network infrastructure

    Information security application
    Zavadskii E. V.
    • Year: 2025
    • Issue: 2
    • 7
    • 1389
    • Pages: 35-40

    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
    • 1428
    • Pages: 132-144

    Cluster analysis of vector representations of malicious query language models: comparison of methods of obtaining embeddings based on character N-grams, individual words a nd whole sentences

    Machine learning and knowledge control systems
    Spirin A. A.Ikonnikov A. V.Matuhina E. N.
    • Year: 2025
    • Issue: 3
    • 11
    • 1594
    • Pages: 121-146

    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
    • 1634
    • Pages: 110-120

    Cybersecurity of the functional network of critical infrastructure facilities using the strategy of optimal placement of Honeypot nodes

    Critical information infrastructure security
    Zavadskii E. V.
    • Year: 2025
    • Issue: 3
    • 8
    • 1432
    • Pages: 91-99

    Ensuring byzantine fault tolerance of a distributed ledgers in a smart city based on a trust model

    Critical information infrastructure security
    Vasiliev O. S.Krundyshev V. M.Kalinin M. O.
    • Year: 2025
    • Issue: 3
    • 10
    • 1437
    • Pages: 81-90

    Generalized method for comparative analysis of fuzz testing tools

    Software security
    Ognev R. A.Zegzhda D. P.
    • Year: 2025
    • Issue: 3
    • 29
    • 1536
    • Pages: 20-29

    Fuzzing of closed-source software using large language models

    Software security
    Gavrichkov D. A.Ovasapyan T. D.Ivanov D. V.
    • Year: 2025
    • Issue: 3
    • 54
    • 1742
    • Pages: 9-19

    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
    • 1640
    • Pages: 43-58

    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
    • 1529
    • Pages: 21-29

    Optimization of indicator of compromise utilization in information security tasks

    Information security aspects
    Chizhevsky M. A.Serpeninov O. V.Lapsar A. P.
    • Year: 2025
    • Issue: 1
    • 21
    • 1632
    • Pages: 9-20