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46b8d31
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Parent(s):
f953a98
clarify
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README.md
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license: apache-2.0
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The plots below show the regression line and correlation coefficients of 20+ features extracted
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If we could plot the lifespan of URLs, we could see that the oldest website has been online since Nov 7th, 2008, while the most recent phishing websites appeared as late as July 10th, 2023.
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As we can see, there's no correlation between `is_malicious` and the columns `meta_percentage`, `mouseover_changes`, `not_indexed_by_google`, `right_click_disabled`, and `popup_window_has_text_field` as of July, 2023, contrary to some [analyses of researchers in 2013 on phishing detection](./Phishing_Websites_Features.docx).
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---
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license: apache-2.0
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---
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In the *features* train set, there're 593,430 websites online at the time of data collection. The plots below show the regression line and correlation coefficients of 20+ features extracted and whether the URL is malicious.
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If we could plot the lifespan of URLs, we could see that the oldest website has been online since Nov 7th, 2008, while the most recent phishing websites appeared as late as July 10th, 2023.
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As we can see, there's no correlation between `is_malicious` and the columns `meta_percentage`, `mouseover_changes`, `not_indexed_by_google`, `right_click_disabled`, and `popup_window_has_text_field` as of July, 2023, contrary to some [analyses of researchers in 2013 on phishing detection](./Phishing_Websites_Features.docx).
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