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Scopus Author ID: 58613828400

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Employment (2)

QSI International School of Astana: Nur-Sultan, Nur-Sultan, KZ

2020-09-01 to present | Teacher (The higher school of information technology and engineering )
Employment
Source: Self-asserted source
YERIK MARDENOV

Institute of Information and Computational Technologies: Nur-Sultan, Nur-Sultan, KZ

2018-03-01 to present | Junior Researcher (Laboratory of Information Security Systems)
Employment
Source: Self-asserted source
YERIK MARDENOV

Works (11)

Tackling the anomaly detection challenge in large-scale wireless sensor networks

International Journal of Electrical and Computer Engineering (IJECE)
2025-04-01 | Journal article
DOI: 10.11591/ijece.v15i2.pp2479-2490
Contributors: Tamara Zhukabayeva; Aigul Adamova; Lazzat Zholshiyeva; Yerik Mardenov; Nurdaulet Karabayev; Dilaram Baumuratova
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Crossref

Detecting network security incidents in wireless sensor networks using machine learning

Indonesian Journal of Electrical Engineering and Computer Science
2025-03-01 | Journal article
DOI: 10.11591/ijeecs.v37.i3.pp1650-1660
Contributors: Tamara Zhukabayeva; Atdhe Buja; Melinda Pacolli; Yerik Mardenov
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Crossref

A Traffic Analysis and Node Categorization- Aware Machine Learning-Integrated Framework for Cybersecurity Intrusion Detection and Prevention of WSNs in Smart Grids

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3422077
Contributors: Tamara Zhukabayeva; Aisha Pervez; Yerik Mardenov; Mohamed Othman; Nurdaulet Karabayev; Zulfiqar Ahmad
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Comprehensive Study on Detecting Multi-Class Classification of IoT Attack Using Machine Learning Methods

Journal of Robotics and Control (JRC)
2024 | Journal article
DOI: 10.18196/jrc.v5i6.22819
EID:

2-s2.0-85211202357

Part of ISSN: 27155072 27155056
Contributors: Zhukabayeva, T.; Zholshiyeva, L.; Ven-Tsen, K.; Adamova, A.; Karabayev, N.; Mardenov, E.
Source: Self-asserted source
YERIK MARDENOV via Scopus - Elsevier

Comprehensive Vulnerability Analysis and Penetration Testing Approaches in Smart City Ecosystems

8th International Symposium on Innovative Approaches in Smart Technologies, ISAS 2024 - Proceedings
2024 | Conference paper
DOI: 10.1109/ISAS64331.2024.10845637
EID:

2-s2.0-85218072594

Part of ISBN: 9798331540104
Contributors: Zhukabayeva, T.; Adamova, A.; Karabayev, N.; Mardenov, Y.; Satybaldina, D.
Source: Self-asserted source
YERIK MARDENOV via Scopus - Elsevier

Enhancing IoT Security: Effective Botnet Attack Detection Through Machine Learning

Procedia Computer Science
2024 | Conference paper
DOI: 10.1016/j.procs.2024.08.058
EID:

2-s2.0-85204280534

Part of ISSN: 18770509
Contributors: Zhukabayeva, T.; Zholshiyeva, L.; Ven-Tsen, K.; Adamova, A.; Mardenov, Y.; Karabayev, N.
Source: Self-asserted source
YERIK MARDENOV via Scopus - Elsevier

Network Attack Detection Using NeuroEvolution of Augmenting Topologies (NEAT) Algorithm

International Journal on Informatics Visualization
2024 | Journal article
DOI: 10.62527/joiv.8.1.2220
EID:

2-s2.0-85189611356

Part of ISSN: 25499904
Contributors: Zhukabayeva, T.; Adamova, A.; Ven-Tsen, K.; Nurlan, Z.; Mardenov, Y.; Karabayev, N.
Source: Self-asserted source
YERIK MARDENOV via Scopus - Elsevier

Towards robust security in WSN: a comprehensive analytical review and future research directions

Indonesian Journal of Electrical Engineering and Computer Science
2024-10-01 | Journal article
DOI: 10.11591/ijeecs.v36.i1.pp318-337
Contributors: Tamara Zhukabayeva; Lazzat Zholshiyeva; Khu Ven-Tsen; Yerik Mardenov; Aigul Adamova; Nurdaulet Karabayev; Assel Abdildayeva; Dilaram Baumuratova
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Enhancing Fault Detection in Wireless Sensor Networks Through Support Vector Machines: A Comprehensive Study

Journal of Robotics and Control (JRC)
2023 | Journal article
DOI: 10.18196/jrc.v4i6.20216
EID:

2-s2.0-85184757059

Part of ISSN: 27155072 27155056
Contributors: Mardenov, Y.; Adamova, A.; Zhukabayeva, T.; Othman, M.
Source: Self-asserted source
YERIK MARDENOV via Scopus - Elsevier

Machine Learning in Action: An Analysis of its Application for Fault Detection in Wireless Sensor Networks

SIST 2023 - 2023 IEEE International Conference on Smart Information Systems and Technologies, Proceedings
2023 | Conference paper
DOI: 10.1109/SIST58284.2023.10223548
EID:

2-s2.0-85172014968

Part of ISBN: 9798350335040
Contributors: Adamova, A.; Zhukabayeva, T.; Mardenov, Y.
Source: Self-asserted source
YERIK MARDENOV via Scopus - Elsevier

Sybil Attack Detection in Wireless Sensor Networks

14th IEEE International Conference on Application of Information and Communication Technologies, AICT 2020 - Proceedings
2020 | Conference paper
DOI: 10.1109/AICT50176.2020.9368790
EID:

2-s2.0-85102982974

Part of ISBN: 9781728173856
Contributors: Zhukabayeva, T.K.; Mardenov, E.M.; Abdildaeva, A.A.
Source: Self-asserted source
YERIK MARDENOV via Scopus - Elsevier
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