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README.md
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[See a demo of a model trained on this dataset](https://huggingface.co/spaces/aivance/malphish-eater)
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**Important Notice:**
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- the
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- the functions to extract `external_favicons` and a few other features were not robust enough
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- 128,000 URLs in reserve were not utilized at all
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- therefore, a v2 is coming for the demo
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<br>
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- 1M<n<10M
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**Important Notice:**
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- A subset of the URL dataset is from Kaggle, and the Kaggle datasets contained 10%-15% mislabelled data. See [this dicussion I opened](https://www.kaggle.com/datasets/sid321axn/malicious-urls-dataset/discussion/431505) for some false positives. I have contacted Kaggle regarding their erroneous "Usability" score calculation for these unreliable datasets.
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<br>
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