POISCS
    Problems of information security. Computer systemsPeter the Great St. Petersburg Polytechnic University
    Since 1999
    ISSN 2071-8217
    enАнглийский
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    Articles by keywords "detection"

    Proactive AI risk management

    Amenitsky A. V.
    • Year: 2026
    • Issue: Спецвыпуск
    • 19
    • 658
    • Pages: 8-19

    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

    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

    Analysis of methods for detecting artificially synthesized content

    Network and cyber-physic systems security
    Danilov V. D.Gribkov N. A.Ivanov D. V.
    • Year: 2023
    • Issue: Спецвыпуск
    • 0
    • 397
    • Pages: 34-44

    IoT data augmentation using generative adversarial networks

    Software security
    Platonov V. V.Skiba D. A.
    • Year: 2026
    • Issue: 2
    • 3
    • 500
    • Pages: 82-91

    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

    Transformation of the cyber threat paradigm: deepfake as a determinant of risk escalation in social engineering attacks

    Information security application
    Kiselev A.N.Bondarenko V. S.Tatarenko D. G.
    • Year: 2026
    • Issue: 2
    • 15
    • 1147
    • Pages: 9-21

    Automation of information security incident detection using custom correlation rules in a SIEM system

    Machine learning and knowledge control systems
    Sadykov A. M.Alekseeva A.A.
    • Year: 2026
    • Issue: 1
    • 17
    • 1098
    • Pages: 187-200

    Cyber resilience of digital substations: intelligent technology for cyber threat detection and adaptive environment management

    Cyber-physic systems security
    Zegzhda D. P.Gavva G. D.Kalinin M. O.Ovasapyan T. D.Tolstykh M. A.
    • Year: 2026
    • Issue: 1
    • 19
    • 980
    • Pages: 152-167

    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

    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
    • 1423
    • 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
    • 1160
    • Pages: 145-155

    Attack detection by artificial neural networks

    Network and telecommunication security
    Tatarnikova T. M.Sikarev I. A.
    • Year: 2023
    • Issue: 4
    • 1
    • 1153
    • Pages: 84-94

    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

    Systematization of methods for finding errors in software

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

    CLUSTERING OF COMPUTER NETWORKS BASED ON THE BEE COLONY ALGORITHM

    Information security application
    Eremenko I.S.Fatin A. D.Pavlenko E. Yu.
    • Year: 2022
    • Issue: 4
    • 1
    • 1011
    • Pages: 35-42

    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
    • 1130
    • Pages: 202-211

    Comparison of the effectiveness of anomaly detection by machine learning algorithms without a teacher

    Machine learning and knowledge control systems
    Gololobov N. V.Pavlenko E. Yu.
    • Year: 2022
    • Issue: 2
    • 0
    • 1054
    • Pages: 135-147

    Segmenting data samples for Internet of Things devices security state analysis

    Cyber-physic systems security
    Sukhoparov M.E.Lebedev I.S.
    • Year: 2021
    • Issue: 3
    • 0
    • 1131
    • Pages: 130-136

    An approach to detecting botnet attacks in the Internet of Things networks

    Cyber-physic systems security
    Tatarnikova T. M.Sikarev I. A.Bogdanov P. Yu.Timochkina T. V.
    • Year: 2021
    • Issue: 3
    • 0
    • 1135
    • Pages: 108-117

    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
    • 1289
    • Pages: 27-33

    Adaptive control system for detecting computer attacks on objects of critical information infrastructure

    Critical information infrastructure security
    Krundyshev V. M.Kalinin M. O.
    • Year: 2022
    • Issue: 2
    • 1
    • 1065
    • Pages: 51-64

    Software for detecting potentially dangerous items at mass event entries using computer vision

    Technological systems, algorithmization of tasks and control objects modeling
    Gulkin K. D.Bakaeva O. A.
    • Year: 2025
    • Issue: 4
    • 11
    • 1195
    • Pages: 110-120

    IoT devices analysis using neural networks ensemble trained on unbalanced sample

    Information security cyber-physic systems
    Sukhoparov M.E.Lebedev I.S.
    • Year: 2021
    • Issue: 2
    • 3
    • 1254
    • Pages: 127-134

    Development of phishing site classificators based on dynamicaly updated dataset

    Network and telecommunication security
    Kubrin G. S.Ivanov D. V.
    • Year: 2021
    • Issue: 2
    • 1
    • 1210
    • Pages: 74-81

    Adversarial attacks on intrusion detection systems using LSTM classifier

    Network and telecommunication security
    Kulikov D. A.Platonov V. V.
    • Year: 2021
    • Issue: 2
    • 3
    • 1342
    • Pages: 48-56

    Anomaly detection in cyber-physical systems using graph neural networks

    Network and telecommunication security
    Ivanov M. I.Pavlenko E. Yu.
    • Year: 2021
    • Issue: 2
    • 3
    • 1364
    • Pages: 21-40

    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

    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
    • 1337
    • Pages: 62-78

    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

    Dynamic phishing website dataset collection

    Network and telecommunication security
    Kubrin G. S.Ivanov D. V.
    • Year: 2021
    • Issue: 1
    • 2
    • 1234
    • Pages: 31-38

    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

    Predicting network attacks on IoT systems using regression analysis

    Network and telecommunication security
    Lavrova D. S.Strukova N.E.
    • Year: 2021
    • Issue: 4
    • 3
    • 1240
    • Pages: 39-50

    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

    Methodology for finding errors and nondeclared features in software

    Samarin N.N.
    • Year: 2024
    • Issue: Спецвыпуск
    • 1
    • 1223
    • Pages: 157-164

    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

    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

    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

    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

    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

    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
    • 1278
    • Pages: 104-110

    A method for detecting manipulation attacks on recommendation systems with collaborative filtering

    Information security application
    ZAGALSKII D. S.Solovey R. S.Dakhnovich A. D.
    • Year: 2023
    • Issue: 1
    • 5
    • 1242
    • Pages: 37-45

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

    Pahomov M. A.
    • Year: 2025
    • Issue: Спецвыпуск
    • 0
    • 1397
    • Pages: 124-133

    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

    Application of genetic algorithm for selection of neyral network hyperparameters

    Machine learning and knowledge control systems
    Platonov V. V.Yanbarisova Ya. E.
    • Year: 2025
    • Issue: 2
    • 7
    • 1486
    • Pages: 112-120

    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

    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
    • 1430
    • Pages: 132-144

    Generalized method for comparative analysis of fuzz testing tools

    Software security
    Ognev R. A.Zegzhda D. P.
    • Year: 2025
    • Issue: 3
    • 29
    • 1537
    • Pages: 20-29

    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

    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
    • 1582
    • Pages: 59-68