picopalette/phishing-detection-plugin
A lite chrome extension for detecting phishing sites using random forest classifier
Performs client-side classification using a pre-trained random forest model, eliminating server-side data transmission and ensuring user privacy. The extension extracts features from websites and evaluates them against a model trained on the UCI phishing dataset, achieving an F1 score of 0.905. Model training and export pipelines are included, allowing users to retrain classifiers with custom datasets using scikit-learn.
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80
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Language
JavaScript
License
MIT
Category
Last pushed
Aug 19, 2023
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