Detecting and evaluating phishing urls using machine learning algorithms

Otaxonov, Alisherbek

Al-Farg'oniy avlodlari · 2024-yil

Annotatsiya

nowadays, several algorithms based on machine learning are presented to detect phishing attempts. However, these approaches often suffer from low accuracy, as well as long response times and high false positive rates that reduce the effectiveness of these algorithms. In addition, most of the existing methods rely on a predefined set of features, which may limit their flexibility and robustness. In future research, advanced techniques such as machine learning and deep learning to study and identify changing threats will help identify phishing indicators. This approach will improve the overall effectiveness of cybersecurity measures against phishing attacks

Maqola ma’lumotlari
MualliflarOtaxonov, Alisherbek
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2024-12-26
Son4
Betlar397-401
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Фишинг, Фишинговые атаки, Унифицированный указатель ресурсов (URL), Машинное обучение, Взаимная информация, Случайный лес, Phishing, Phishing attacks, Uniform Resource Locator (URL), Machine learning, Mutual information, Random Forest, Fishing, Fishing hujumlari, Yagona Resurs Locator (URL), Mashinani o'rganish, O‘zaro ma’lumot, Tasodifiy o‘rmon

Ilmiy soha

Texnika

Iqtibos keltirish

APAOtaxonov, Alisherbek (2024). DETECTING AND EVALUATING PHISHING URLS USING MACHINE LEARNING ALGORITHMS. Al-Farg'oniy avlodlari, (4), 397-401. https://al-fargoniy.uz/index.php/journal/article/view/729
GOST (OAK)Otaxonov, Alisherbek DETECTING AND EVALUATING PHISHING URLS USING MACHINE LEARNING ALGORITHMS // Al-Farg'oniy avlodlari. – 2024. – № 4. – P. 397-401.
MLAOtaxonov, Alisherbek. “DETECTING AND EVALUATING PHISHING URLS USING MACHINE LEARNING ALGORITHMS.” Al-Farg'oniy avlodlari, (4), 397-401, 2024. https://al-fargoniy.uz/index.php/journal/article/view/729
ChicagoOtaxonov, Alisherbek. “DETECTING AND EVALUATING PHISHING URLS USING MACHINE LEARNING ALGORITHMS.” Al-Farg'oniy avlodlari, (4), 397-401 (2024). https://al-fargoniy.uz/index.php/journal/article/view/729
HarvardOtaxonov, Alisherbek (2024) ‘DETECTING AND EVALUATING PHISHING URLS USING MACHINE LEARNING ALGORITHMS’, Al-Farg'oniy avlodlari, (4), 397-401. https://al-fargoniy.uz/index.php/journal/article/view/729
BibTeX
@article{otaxonovalisherbek2024,
  title = {DETECTING AND EVALUATING PHISHING URLS USING MACHINE LEARNING ALGORITHMS},
  author = {Otaxonov, Alisherbek},
  journal = {Al-Farg'oniy avlodlari},
  year = {2024},
  number = {4},
  pages = {397-401},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/729}
}

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