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DSML.KZ
Researchers
YM

Yerik Mardenov

@yerik-mardenov
OpenAlex
publications
28
citations
190
h-index
6
Publications per year
1
0
0
3
6
13
5
20202026

1 in Q1 & CORE A*/ASJR · CORE

Affiliations

  • L. N. Gumilyov Eurasian National University

    2020–2026 · 15 publications

  • Astana International University

    2023–2025 · 8 publications

Publications28

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

    Article · IEEE Access · Open access

    782024

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

    Talk · IEEE International Conference on Smart Information Systems and Technologies

    192023

  3. Penetration Testing and Machine Learning-Driven Cybersecurity Framework for IoT and Smart City Wireless Networks

    Article · IEEE Access · Open access

    172025

  4. Enhancing Fault Detection in Wireless Sensor Networks Through Support Vector Machines: A Comprehensive Study

    Article · Journal of Robotics and Control · PDF

    132023

  5. Real-Time Detection and Response to Wormhole and Sinkhole Attacks in Wireless Sensor Networks

    Article · Technologies Q1 · with Lazzat Zholshiyeva · PDF

    122025

  6. Enhancing IoT Security: Effective Botnet Attack Detection Through Machine Learning

    Talk · Procedia Computer Science · with Lazzat Zholshiyeva · Open access

    122024

  7. Comprehensive Study on Detecting Multi-Class Classification of IoT Attack Using Machine Learning Methods

    Article · Journal of Robotics and Control · with Lazzat Zholshiyeva · Open access

    62024

  8. Sybil Attack Detection In Wireless Sensor Networks

    Talk · IEEE International Conference on Application of Information and Communication Technologies

    62020

  9. An Impact-Aware and Taxonomy-Driven Explainable Machine Learning Framework with Edge Computing for Security in Industrial IoT–Cyber Physical Systems

    Article · Computer Modeling in Engineering & Sciences · PDF

    52025

  10. Comprehensive Vulnerability Analysis and Penetration Testing Approaches in Smart City Ecosystems

    Talk · International Symposium on Innovative Approaches in Smart Technologies

    52024

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

    Article · JOIV International Journal on Informatics Visualization · Open access

    52024

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

    Article · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · with Lazzat Zholshiyeva · PDF

    32025

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

    Article · Indonesian Journal of Electrical Engineering and Computer Science · with Lazzat Zholshiyeva · PDF

    32024

  14. Vulnerability Analysis and Threat Modeling in Wireless Networks of Smart City Infrastructure

    Talk · Procedia Computer Science · Open access

    22025

  15. An Edge-Cloud Enabled Machine Learning Framework for Anomaly Detection and Predictive Analysis in Smart City Power Grids

    Talk · International Conference on Internet of Things: Systems, Management and Security

    12025

  16. Analyzing the security of ZigBee communication in smart environments via SDR

    Article · L.N. Gumilev atyndaġy Euraziâ u̇lttyķ universitetìnìņ habaršysy. · PDF

    12025

  17. Graph-Based Methodology for Security Risk Assessment in Wireless IoT Networks

    Talk · IEEE European Technology and Engineering Management Summit

    12025

  18. Detecting network security incidents in wireless sensor networks using machine learning

    Article · Indonesian Journal of Electrical Engineering and Computer Science · PDF

    12025

  19. Propagation-Aware Agentic Defense Framework for Resilient Connected Autonomous Vehicle Cyber-Physical Systems

    Talk · IEEE Vehicular Technology Conference

    —2026

  20. Analysis of vulnerability databases for wireless networks in the Internet of Things for threat modelling

    Article · DMPedia Lecture Notes in Computer Science & Engineering · with Altynbek Seitenov · PDF

    —2026

  21. Trustworthy Anomaly Detection in Industrial IoT-Enabled Cyber-Physical Systems Using Explainable Ensemble Learning

    Talk · Proceedings of the AAAI Symposium Series · Open access

    —2026

  22. AI-AUGMENTED PENTESTING: SECURING IIOT AND SMART CITIES

    Article · Bulletin of the National Engineering Academy of the Republic of Kazakhstan · with Lazzat Zholshiyeva · PDF

    —2026

  23. DECISION SUPPORT FOR RESPONDING TO ATTACKS IN CYBERPHYSICAL INDUSTRIAL INTERNET-OF-THINGS SYSTEMS

    Article · NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN · PDF

    —2026

  24. Explainable Machine Learning Framework for Image-Based Malware Detection in Edge-Enabled Industrial IoT–CPS

    Talk · International Conference on Innovative Computing

    —2025