Phishing URL Detection

Scores the registrable domain of a URL with a gradient-boosting model trained on the real PhiUSIIL dataset plus the Tranco top-1M list, and tested on today's OpenPhish feed. The numbers below come from the deployed model's own evaluation.

Live phishing caught

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OpenPhish feed

False alarms

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on held-out Tranco sites

Test ROC-AUC

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held-out domains

Test precision / recall

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at threshold

Score a URL

Only the registrable domain is scored (e.g. login.example.co.uk/x → example.co.uk). Nothing is fetched or visited.

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