POISCS
Problems of information security. Computer systems Peter the Great St. Petersburg Polytechnic University
Since 1999
ISSN 2071-8217
en Английский
Version for the visually impaired
Submit Your Paper

Articles by keywords "Model"

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
  • 6
  • 275
  • 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
  • 4
  • 269
  • 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
  • 6
  • 260
  • Pages: 87-98

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

Software security
Zdornikov E. O.
  • Year: 2026
  • Issue: 1
  • 6
  • 271
  • 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
  • 3
  • 549
  • 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
  • 522
  • 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
  • 1
  • 537
  • 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
  • 1
  • 534
  • 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
  • 523
  • 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
  • 542
  • 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
  • 520
  • 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
  • 1
  • 492
  • 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
  • 0
  • 528
  • 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
  • 517
  • 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
  • 4
  • 570
  • 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
  • 1
  • 518
  • 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
  • 1
  • 544
  • 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
  • 0
  • 608
  • 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
  • 524
  • 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
  • 665
  • 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
  • 0
  • 536
  • 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
  • 658
  • 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
  • 540
  • 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
  • 611
  • 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
  • 12
  • 722
  • 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
  • 15
  • 642
  • 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
  • 55
  • 805
  • Pages: 9-22

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

Special IT
ZEGZHDA PD Zegzhda D. P. Anisimov Vladimir G. Anisimov E. G. Saurenko T. N.
  • Year: 2021
  • Issue: 2
  • 5
  • 735
  • 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
  • 1
  • 720
  • 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
  • 655
  • 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
  • 648
  • 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
  • 673
  • 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
  • 701
  • 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
  • 6
  • 745
  • 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
  • 687
  • 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
  • 2
  • 753
  • 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
  • 2
  • 682
  • Pages: 109-126

Construction of deterministic and stochastic mathematical models of information system protection

Information security aspects
Rybkina O. V.
  • Year: 2024
  • Issue: 3
  • 6
  • 743
  • 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
  • 720
  • 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 Sergey Yu.
  • Year: 2022
  • Issue: 1
  • 1
  • 753
  • Pages: 121-131

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
  • 720
  • 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
  • 0
  • 794
  • 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
  • 811
  • 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
  • 5
  • 865
  • 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
  • 5
  • 802
  • 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
  • 796
  • Pages: 153-167

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

Software security
Samarin N.N.
  • Year: 2024
  • Issue: 1
  • 3
  • 748
  • 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
  • 7
  • 822
  • 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
  • 740
  • 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
  • 2
  • 779
  • 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
  • 839
  • 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
  • 865
  • 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
  • 18
  • 939
  • 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
  • 17
  • 1077
  • Pages: 58-68

Countering illegitimate smart voice assistant triggering

Bolokan A. V. Poltavtseva M. A.
  • Year: 2025
  • Issue: Спецвыпуск
  • 6
  • 899
  • 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
  • 946
  • 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
  • 6
  • 847
  • 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
  • 850
  • 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
  • 9
  • 985
  • 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
  • 25
  • 1028
  • 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
  • 7
  • 888
  • 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
  • 8
  • 874
  • Pages: 81-90

Generalized method for comparative analysis of fuzz testing tools

Software security
Ognev R. A. Zegzhda D. P.
  • Year: 2025
  • Issue: 3
  • 24
  • 964
  • 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
  • 52
  • 1108
  • 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
  • 13
  • 983
  • 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
  • 6
  • 925
  • 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
  • 19
  • 1003
  • Pages: 9-20