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Open Access Academic Papers from Research Square

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Research Article posted

Multi-Modal Phishing Website Detection with Real-Time Rendering Signals and TLS Fingerprints

Emily K. Dawson, Sophie L. Cartwright, James R. Whitfield

Phishing website detection often relies solely on lexical or HTML features, which makes classifiers fragile against obfuscated URLs and template-based page cloning. This study develops a multi-modal d...

Research Square 2026-04-21 rs-9460394
phishing website detection multi-modal learning TLS fingerprinting visual similarity gradient boosting CNN
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