Definition of informative features and formalization of the knowledge base for identification of the Stuxnet cyber attack on the Internet of Things system

O'rinov, Nodirbek, Мамадалиев, Сарварбек, Бахрамова, Махлиёхон, Aлижонов , Шохислом, Неъматжонов , Aсадбек, Aкбарова , Мадина

Al-Farg'oniy avlodlari · 2025-yil

Annotatsiya

This article proposes an approach for detecting and identifying Stuxnet-type cyberattacks in modern Internet of Things (IoT) systems. A model of informative features has been developed, and a knowledge base for detecting such attacks using machine learning methods has been formalized. The proposed approach is based on the analysis of Stuxnet malware characteristics and its adaptation to IoT infrastructure conditions. Experiments were conducted to evaluate the effectiveness of the proposed methods and algorithms. The results demonstrate a high detection accuracy (94.7%) of Stuxnet-type attacks in IoT systems, as well as the capability to identify previously unknown modifications of such attacks.

Maqola ma’lumotlari
MualliflarO'rinov, Nodirbek, Мамадалиев, Сарварбек, Бахрамова, Махлиёхон, Aлижонов , Шохислом, Неъматжонов , Aсадбек, Aкбарова , Мадина
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2025-06-03
Son2
Betlar80-86
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Stuxnet, Интернет вещей (IoT), информативные признаки, машинное обучение, кибербезопасность, целенаправленные кибератаки, промышленные системы управления, Stuxnet, Internet of Things (IoT), informatsion xususiyatlar, mashinani o'rganish, kiberxavfsizlik, maqsadli kiberhujumlar, sanoat boshqaruv tizimlari

Ilmiy soha

Texnika

Iqtibos keltirish

APAO'rinov, Nodirbek, Мамадалиев, Сарварбек, Бахрамова, Махлиёхон, Aлижонов , Шохислом, Неъматжонов , Aсадбек, & Aкбарова , Мадина (2025). Definition of informative features and formalization of the knowledge base for identification of the Stuxnet cyber attack on the Internet of Things system. Al-Farg'oniy avlodlari, (2), 80-86. https://al-fargoniy.uz/index.php/journal/article/view/840
GOST (OAK)O'rinov, Nodirbek va b. Definition of informative features and formalization of the knowledge base for identification of the Stuxnet cyber attack on the Internet of Things system // Al-Farg'oniy avlodlari. – 2025. – № 2. – P. 80-86.
MLAO'rinov, Nodirbek, Мамадалиев, Сарварбек, Бахрамова, Махлиёхон, Aлижонов , Шохислом, Неъматжонов , Aсадбек, and Aкбарова , Мадина. “Definition of informative features and formalization of the knowledge base for identification of the Stuxnet cyber attack on the Internet of Things system.” Al-Farg'oniy avlodlari, (2), 80-86, 2025. https://al-fargoniy.uz/index.php/journal/article/view/840
ChicagoO'rinov, Nodirbek, Мамадалиев, Сарварбек, Бахрамова, Махлиёхон, Aлижонов , Шохислом, Неъматжонов , Aсадбек, and Aкбарова , Мадина. “Definition of informative features and formalization of the knowledge base for identification of the Stuxnet cyber attack on the Internet of Things system.” Al-Farg'oniy avlodlari, (2), 80-86 (2025). https://al-fargoniy.uz/index.php/journal/article/view/840
HarvardO'rinov, Nodirbek, Мамадалиев, Сарварбек, Бахрамова, Махлиёхон, Aлижонов , Шохислом, Неъматжонов , Aсадбек, and Aкбарова , Мадина (2025) ‘Definition of informative features and formalization of the knowledge base for identification of the Stuxnet cyber attack on the Internet of Things system’, Al-Farg'oniy avlodlari, (2), 80-86. https://al-fargoniy.uz/index.php/journal/article/view/840
BibTeX
@article{orinovnodirbek2025,
  title = {Definition of informative features and formalization of the knowledge base for identification of the Stuxnet cyber attack on the Internet of Things system},
  author = {O'rinov, Nodirbek and Мамадалиев, Сарварбек and Бахрамова, Махлиёхон and Aлижонов , Шохислом and Неъматжонов , Aсадбек and Aкбарова , Мадина},
  journal = {Al-Farg'oniy avlodlari},
  year = {2025},
  number = {2},
  pages = {80-86},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/840}
}

Boshqa maqola uchun iqtibos tayyorlash

Al-Farg'oniy avlodlari jurnalidan boshqa maqolalar

Al-Farg'oniy avlodlari — barcha maqolalar · 2025-yil arxivi

O'rinov, Nodirbek — boshqa maqolalari

Texnika sohasidagi boshqa maqolalar

Texnika sohasidagi OAK jurnallari