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Muna Rashid Hameed

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Open access Jul 2026

A Hybrid Machine Learning and Rule-Based Approach for Phishing Website Detection Using URL Features

The model proposed employs feature extraction using URLs, such as lexical and structural features like URL length, frequency of special characters, use of IP addresses, and occurrence of suspicious keywords, to improve the accuracy and reliability of detection.

Muna Rashid Hameed · 0 citations

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