SOLVING THE PROBLEM OF DETECTING PHISHING WEBSITES USING ENSEMBLE LEARNING MODELS

• Published in: Scientific journal of Astana IT University (Online) Vol. 12; pp. 55 - 64
• Main Authors: Kaibassova, Dinara, Nurtay, Margulan, Tau, Ardak, Kissina, Mira
• Format: Journal Article
• Language: English
• Published: Astana IT University 30.12.2022
• Subjects: ensemble learning; gradient boosting; imbalanced classification; phishing detection

Due to the popularity of the easiest way to obtain personal information among attackers, phishing detection is becoming a popular area for research aimed at countering the implementation of such attacks. Malicious website detection is essential to prevent the spread of malware and protect end users...