Evaluating the Impact of Feature Engineering in Phishing URL Detection: A Comparative Study of URL, HTML, and Derived Features

Phishing attacks have evolved into sophisticated threats, making effective cybersecurity detection strategies essential. While many studies focus on either URL or HTML features, limited work has explored the comparative impact of engineered feature sets across different machine learning models. This...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Yanche Ari Kustiawan, Khairil Imran Ghauth
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	IEEE 2025-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Phishing URL detection machine learning feature engineering URL features HTML features derived features
Онлайн хандалт:	https://ieeexplore.ieee.org/document/11031414/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!