FredZhang7
commited on
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92233fa
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Parent(s):
15b829e
add notice
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README.md
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@@ -52,8 +52,11 @@ size_categories:
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**Important Notice:**
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- the data collection and analysis for `domain_registration_length` was incorrect
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- the algorithm to extract `external_favicons` was not robust enough
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- therefore, a v2 is coming for the demo
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The *features* dataset is original, and my feature extraction method is covered in [feature_extraction.py](./feature_extraction.py).
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To extract features from a website, simply passed the URL and label to `collect_data()`. The features are saved to `phishing_detection_dataset.csv` locally by default.
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**Important Notice:**
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- the data collection and analysis for `domain_registration_length` was incorrect
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- the algorithm to extract `external_favicons` was 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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The *features* dataset is original, and my feature extraction method is covered in [feature_extraction.py](./feature_extraction.py).
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To extract features from a website, simply passed the URL and label to `collect_data()`. The features are saved to `phishing_detection_dataset.csv` locally by default.
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