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F. Siddiqui

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Open access Aug 2026

Browser-based phishing detection system using modern web technologies

A hybrid browser-resident phishing detection framework that combines three complementary detection mechanisms: a locally executed Random Forest model using URL lexical features, lightweight real-time DOM structure analysis, and VirusTotal’s multi-engine reputation service is proposed.

Muhammad Arshad, Beena Sherin Kuriakose, C. W. Onn et al. · 0 citations