Detection of Phishing Websites Using Ensemble Machine Learning Approach

In this paper, we propose the use of Ensemble Machine Learning Methods such as Random Forest Algorithm and Extreme Gradient Boosting (XGBOOST) Algorithm for efficient and accurate phishing website detection based on its Uniform Resource Locator. Phishing is one of the most widely executed cybercrime...

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Bibliographic Details
Main Authors: M. Dharani, Badkul Soumya, Gharat Kimaya, Vidhate Amarsinh, Bhosale Dhanashri
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:ITM Web of Conferences
Online Access:https://www.itm-conferences.org/articles/itmconf/pdf/2021/05/itmconf_icacc2021_03012.pdf