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 "analysis"

    Vulnerability detection with an ensemble of analysis algorithms for code graph representation

    Software security
    Kubrin G. S.Zegzhda D. P.
    • Year: 2023
    • Issue: Спецвыпуск
    • 1
    • 419
    • Pages: 145-158

    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

    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
    • 401
    • Pages: 77-85

    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

    A method for determining typical time characteristics of security events based on statistical data for correlation analysis tasks

    Information security application
    Mikhanko A. D.Mashkina I.V.
    • Year: 2026
    • Issue: 2
    • 15
    • 555
    • Pages: 32-48

    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
    • 930
    • Pages: 201-213

    Error of approximation of chi-square distribution by normal distribution as a function of sample size

    Applied cryptography
    Kasyanov A. V.Vitchak I. D.
    • Year: 2026
    • Issue: 1
    • 23
    • 955
    • Pages: 134-151

    Malware detection using deep neural networks

    Software security
    Volkovskiy M. A.Ovasapyan T. D.Makarov A. S.
    • Year: 2023
    • Issue: 4
    • 4
    • 1177
    • Pages: 72-83

    Risk assessment of the use of open source projects: a method for analyzing metrics of the development process

    Software security
    Eremeev M. A.Zakharchuk I. I.
    • Year: 2023
    • Issue: 4
    • 5
    • 1125
    • Pages: 61-71

    Characteristics of sensitivity and influence of parameters of the information security system model and its functioning process on the efficiency of the operation

    Technological systems, algorithmization of tasks and control objects modeling
    Sukhov A. M.Krupenin A. V.Yakunin V. I.Samoilenko D. V.
    • Year: 2023
    • Issue: 3
    • 1
    • 1081
    • Pages: 126-137

    Agent-based modelling information distribution in social-information internet services

    Network and telecommunication security
    Biryukov D. N.Telbuh Vyacheslav V.Tkachenko S. F.Kochetkov I. V.
    • Year: 2023
    • Issue: 3
    • 0
    • 1138
    • Pages: 90-102

    Systematization of methods for finding errors in software

    Software security
    Samarin N.N.
    • Year: 2023
    • Issue: 3
    • 0
    • 1081
    • Pages: 70-81

    AN ASSESSMENT OF CIPHER KUZNYECHIK CRYPTOGRAPHIC STABILITY IN CASE OF IMPOSSIBLE DIFFERENTIALS METHOD ATTACKS

    Applied cryptography
    NITKIN I.S.TARANOV S.V.
    • Year: 2022
    • Issue: 3
    • 7
    • 1127
    • Pages: 45-54

    Risk assessment of using open source projects: analysis of existing approaches

    Software security
    Eremeev M. A.Zakharchuk I. I.
    • Year: 2023
    • Issue: 3
    • 4
    • 1159
    • Pages: 58-69

    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

    Encrypted files detection algorithm

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

    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

    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

    Anomaly detection in cyber-physical systems using graph neural networks

    Information security cyber-physic systems
    Vasileva K.V.Lavrova D. S.
    • Year: 2021
    • Issue: 1
    • 4
    • 1697
    • Pages: 117-130

    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
    • 1429
    • Pages: 50-54

    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
    • 1290
    • Pages: 39-49

    Banking fraud detection using graph neural networks

    Cyber-physic systems security
    Sergadeeva A. I.Lavrova D. S.
    • Year: 2021
    • Issue: 4
    • 9
    • 1381
    • Pages: 112-122

    Identification of malicious executable files based on static-dynamic analysis using machine learning

    Software security
    Ognev R. A.Zhukovskii E. V.Zegzhda D. P.Kiselev A.N.
    • Year: 2021
    • Issue: 4
    • 4
    • 1291
    • Pages: 9-25

    Vulnerability detection in multicomponent software using a set of generalized code graph representations

    Kubrin G. S.Zegzhda D. P.
    • Year: 2024
    • Issue: Спецвыпуск
    • 0
    • 1198
    • Pages: 65-75

    Analysis of methods for attaching malware at the level of security rings of x86_64 processors

    Software security
    Gololobov N. V.Pavlenko E. Yu.
    • Year: 2024
    • Issue: 4
    • 5
    • 1279
    • Pages: 9-21

    Detection of artificially synthesized audio files using graph neural networks

    Machine learning and knowledge control systems
    Izotova O. A.Lavrova D. S.
    • Year: 2024
    • Issue: 2
    • 3
    • 1284
    • Pages: 169-177

    Method of detecting LSB inserts in low stego-payload color photographic images

    Applied cryptography
    Vilkhovsky D. E.
    • Year: 2022
    • Issue: 1
    • 1
    • 1304
    • Pages: 68-76

    Countering steganalysis based on generative adversarial networks

    Information security application
    Sergadeeva A. I.Lavrova D. S.Aleksandrova E. B.
    • Year: 2024
    • Issue: 2
    • 1
    • 1349
    • Pages: 57-65

    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

    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
    • 1427
    • Pages: 51-57

    Analysis of hacker groups software tools using AT&T’s Mitre knowledge base

    Software security
    Kriulin A. A.Eremeev M. A.Poterpeev G. Yu.
    • Year: 2022
    • Issue: 1
    • 7
    • 1341
    • Pages: 32-40

    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

    Steganalytical modulе for insert detection in low stego-payload images

    Information security application
    Vilkhovsky D. E.
    • Year: 2024
    • Issue: 1
    • 1
    • 1398
    • Pages: 9-17

    The use of convolutional neural networks to enhance the security of steganographic methods

    Prisich M. A.Bezborodko A. I.
    • Year: 2025
    • Issue: Спецвыпуск
    • 7
    • 1470
    • Pages: 134-144

    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

    Data processing and mining to detect a data privacy violations from internal intruder in a DBMS

    Lavrenko E. S.Poltavtseva M. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 17
    • 1403
    • Pages: 69-81

    Using entropy metrics to detect data integrity attacks in real-time

    Bondarenko T. A.Ovasapyan T. D.Piskov A. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 5
    • 1393
    • Pages: 48-57

    Identification of honeypot-systems on the basis of complex analysis of node performance indicators

    Network and telecommunication security
    Ponomarev D. A.Ovasapyan T. D.Ivanov D. V.
    • Year: 2025
    • Issue: 2
    • 8
    • 1332
    • Pages: 86-95

    The structural model of Portable Executable files containing malicious code

    Information security application
    Kozachok A. V.Matovykh S. S.
    • Year: 2025
    • Issue: 2
    • 23
    • 1685
    • Pages: 41-59

    An approach to identifying software code vulnerabilities based on adaptation with reinforcement learning of machine learning models

    Software security
    Lomako A. G.Isaev N. E.Menisov A. B.Sabirov T. R.
    • Year: 2025
    • Issue: 1
    • 10
    • 1521
    • Pages: 83-96

    Optimization of computer incident investigation algorithm in SIEM systems

    Network and telecommunication security
    Chizhevsky M. A.Serpeninov O. V.Lapsar A. P.
    • Year: 2025
    • Issue: 3
    • 11
    • 1568
    • Pages: 69-80

    Detection of potentially malicious activity in CI/CD pipelines based on analysis of runner behavior

    Software security
    Bugaev V. A.Zhukovskii E. V.Lyrchikov A. A.
    • Year: 2025
    • Issue: 1
    • 6
    • 1575
    • Pages: 69-82