Intelligent network traffic monitoring systems in industrial complexes

Isaqov, A.F.

Innovations in Science and Technologies · 2026-yil

Annotatsiya

This paper addresses the issues of enhancing management efficiency and information security in industrial networks by improving algorithms for monitoring network traffic within production complexes. The study analyzes the characteristics of data generation and transmission in industrial control systems as well as typical threats affecting the stability of technological processes. It proposes algorithms based on statistical methods and machine learning technologies for analyzing and classifying network flows, enabling real-time detection of anomalous behavior and unauthorized activities. The paper compares traditional and intelligent monitoring approaches, highlighting their advantages and limitations in working with industrial communication protocols. The research results can be applied in developing platforms for Industrial Internet of Things (IIoT), automated process control systems (APCS/SCADA), and industrial network cybersecurity solutions.

Maqola ma’lumotlari
MualliflarIsaqov, A.F.
JurnalInnovations in Science and Technologies
NashriyotТошкент давлат иқтисодиёт университети
ISSN3030-3451
Nashr sanasi2026-02-24
Jild3
Son2
Betlar185-195
TilIngliz
Ilmiy sohaIqtisodiyot
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Industrial Internet of Things (IoT), network traffic monitoring, anomaly detection, intrusion detection system (IDS), distributional reinforcement learning (DRL), generative adversarial network (GAN), machine learning, deep learning, edge computing, federated learning, explainable artificial intelligence (XAI), cybersecurity, real-time data analysis, industrial control systems (SCADA, ICS), information security.

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APAIsaqov, A.F. (2026). INTELLIGENT NETWORK TRAFFIC MONITORING SYSTEMS IN INDUSTRIAL COMPLEXES. Innovations in Science and Technologies, 3(2), 185-195. https://innoist.uz/index.php/ist/article/view/1469
GOST (OAK)Isaqov, A.F. INTELLIGENT NETWORK TRAFFIC MONITORING SYSTEMS IN INDUSTRIAL COMPLEXES // Innovations in Science and Technologies. – 2026. – T. 3, № 2. – P. 185-195.
MLAIsaqov, A.F. “INTELLIGENT NETWORK TRAFFIC MONITORING SYSTEMS IN INDUSTRIAL COMPLEXES.” Innovations in Science and Technologies, 3(2), 185-195, 2026. https://innoist.uz/index.php/ist/article/view/1469
ChicagoIsaqov, A.F. “INTELLIGENT NETWORK TRAFFIC MONITORING SYSTEMS IN INDUSTRIAL COMPLEXES.” Innovations in Science and Technologies, 3(2), 185-195 (2026). https://innoist.uz/index.php/ist/article/view/1469
HarvardIsaqov, A.F (2026) ‘INTELLIGENT NETWORK TRAFFIC MONITORING SYSTEMS IN INDUSTRIAL COMPLEXES’, Innovations in Science and Technologies, 3(2), 185-195. https://innoist.uz/index.php/ist/article/view/1469
BibTeX
@article{isaqovaf2026,
  title = {INTELLIGENT NETWORK TRAFFIC MONITORING SYSTEMS IN INDUSTRIAL COMPLEXES},
  author = {Isaqov, A.F.},
  journal = {Innovations in Science and Technologies},
  year = {2026},
  volume = {3},
  number = {2},
  pages = {185-195},
  url = {https://innoist.uz/index.php/ist/article/view/1469}
}

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