Datasets:
ID int64 | classLabelPhishing int64 | favLabel int64 | percentRequestUrls int64 | URLLength int64 | domainLabel int64 | dotsInDomain int64 |
|---|---|---|---|---|---|---|
19,174 | 1 | 1 | 0 | 0 | 1 | 0 |
65,171 | 1 | 1 | 0 | 1 | 0 | 0 |
17,592 | 1 | 1 | 0 | -1 | 0 | 0 |
91,875 | 1 | 1 | 0 | 1 | 0 | 0 |
72,844 | 1 | 1 | 0 | 0 | 0 | 0 |
74,301 | 1 | 1 | -1 | 0 | 1 | 0 |
90,093 | 1 | 1 | -1 | -1 | 1 | 0 |
12,278 | 1 | 1 | 0 | -1 | 0 | 0 |
90,626 | 1 | 1 | 0 | 0 | 0 | 0 |
62,708 | 1 | 1 | 0 | 0 | 0 | 0 |
86,083 | 1 | 1 | 0 | -1 | 0 | 0 |
70,932 | 1 | 1 | 0 | 0 | 0 | 0 |
79,839 | 1 | 1 | 0 | -1 | 0 | 0 |
59,626 | 1 | 1 | 1 | 1 | 0 | 0 |
33,691 | 1 | 1 | -1 | -1 | 0 | 0 |
74,056 | 1 | 1 | -1 | 0 | 0 | 1 |
41,713 | 1 | 1 | 1 | 0 | 1 | 0 |
88,688 | 1 | 1 | 0 | -1 | 0 | 0 |
34,769 | 1 | 1 | -1 | -1 | 0 | 0 |
63,943 | 1 | 1 | 1 | 0 | 0 | 0 |
87,436 | 1 | 1 | 1 | 0 | 0 | 0 |
37,872 | 1 | 1 | 1 | 0 | 0 | 0 |
98,716 | 1 | 1 | 1 | 0 | 1 | 0 |
62,822 | 1 | 1 | 1 | 0 | 0 | 0 |
45,918 | 1 | 1 | 1 | 0 | 0 | 0 |
36,658 | 1 | 1 | 1 | 0 | 1 | 0 |
97,476 | 1 | 1 | 1 | 0 | 1 | 0 |
40,777 | 1 | 1 | 0 | -1 | 0 | 0 |
76,261 | 1 | 1 | 0 | 1 | 0 | 0 |
86,096 | 1 | 1 | 1 | -1 | 0 | 0 |
21,021 | 1 | 1 | 1 | 1 | 0 | 0 |
15,055 | 1 | 1 | 1 | 1 | 1 | 0 |
68,508 | 1 | 1 | 1 | 1 | 1 | 0 |
63,897 | 1 | 1 | 1 | 1 | 1 | 0 |
79,427 | 1 | 1 | 0 | 0 | 0 | 0 |
94,948 | 1 | 1 | 0 | -1 | 0 | 0 |
75,349 | 1 | 1 | 0 | -1 | 0 | 0 |
96,807 | 1 | 1 | 1 | -1 | 1 | 1 |
64,218 | 1 | 1 | 0 | -1 | 0 | 0 |
44,752 | 1 | 1 | 1 | 0 | 0 | 0 |
87,905 | 1 | 1 | 1 | 1 | 0 | 0 |
81,926 | 1 | 1 | 0 | 1 | 0 | 0 |
37,149 | 1 | 1 | 1 | 1 | 1 | 0 |
58,974 | 1 | 1 | 0 | 0 | 0 | 0 |
65,664 | 1 | 1 | 0 | 1 | 0 | 0 |
65,098 | 1 | 1 | 0 | -1 | 0 | 0 |
53,020 | 1 | 1 | 1 | 0 | 0 | 0 |
20,319 | 1 | 1 | 0 | 1 | 0 | 0 |
69,030 | 1 | 1 | 1 | 1 | 0 | 0 |
97,480 | 1 | 1 | 1 | 1 | 0 | 0 |
25,510 | 1 | 1 | 1 | -1 | 0 | 0 |
69,912 | 1 | 1 | 1 | 1 | 0 | 0 |
68,612 | 1 | 1 | 0 | -1 | 0 | 0 |
73,061 | 1 | 1 | 1 | 0 | 0 | 0 |
12,169 | 1 | 1 | 1 | 1 | 0 | 0 |
36,327 | 1 | 1 | 1 | 1 | 0 | 0 |
86,914 | 1 | 1 | 1 | 0 | 0 | 0 |
71,965 | 1 | 1 | 1 | 0 | 0 | 0 |
60,429 | 1 | 1 | 1 | 0 | 0 | 0 |
43,953 | 1 | 1 | 1 | 0 | 0 | 0 |
28,642 | 1 | 1 | 0 | 1 | 0 | 0 |
87,412 | 1 | 1 | 0 | -1 | 0 | 0 |
11,141 | 1 | 1 | 1 | -1 | 0 | 0 |
29,263 | 1 | 1 | 1 | 1 | 0 | 0 |
88,053 | 1 | 1 | 1 | 1 | 0 | 0 |
34,801 | 1 | 1 | 1 | 1 | 0 | 0 |
60,356 | 1 | 1 | 1 | 1 | 0 | 0 |
60,929 | 1 | 1 | 1 | -1 | 0 | 0 |
69,486 | 1 | 1 | 1 | 1 | 0 | 0 |
44,331 | 1 | 1 | 0 | 1 | 0 | 1 |
34,448 | 1 | 1 | 0 | 1 | 0 | 0 |
10,344 | 1 | 1 | 0 | -1 | 0 | 0 |
21,812 | 1 | 1 | 1 | 0 | 0 | 0 |
86,809 | 1 | 1 | 1 | -1 | 0 | 0 |
53,860 | 1 | 1 | 1 | 1 | 0 | 0 |
88,541 | 1 | 1 | 0 | -1 | 0 | 0 |
85,672 | 1 | 1 | 0 | 1 | 0 | 0 |
99,175 | 1 | 1 | 1 | 1 | 0 | 0 |
45,986 | 1 | 1 | 1 | 1 | 0 | 0 |
75,780 | 1 | 1 | 1 | 0 | 0 | 0 |
89,795 | 1 | 1 | 1 | 1 | 0 | 0 |
89,151 | 1 | 1 | 0 | 1 | 0 | 0 |
95,380 | 1 | 1 | 0 | -1 | 1 | 0 |
45,932 | 1 | 1 | 0 | 1 | 1 | 0 |
94,144 | 1 | 1 | 1 | 1 | 0 | 0 |
52,873 | 1 | 1 | 1 | 1 | 0 | 0 |
95,058 | 1 | 1 | 0 | -1 | 0 | 0 |
92,956 | 1 | 1 | 0 | 1 | 0 | 0 |
34,091 | 1 | 1 | 1 | -1 | 0 | 0 |
61,891 | 1 | 1 | 1 | 0 | 0 | 0 |
84,238 | 1 | 1 | 1 | 1 | 0 | 0 |
10,359 | 1 | 1 | 1 | 1 | 0 | 0 |
77,293 | 1 | 1 | 1 | 1 | 0 | 0 |
89,094 | 1 | 1 | 1 | 1 | 0 | 0 |
87,366 | 1 | 1 | 1 | 1 | 0 | 0 |
60,524 | 1 | 1 | 1 | 1 | 0 | 0 |
94,398 | 1 | 1 | 1 | 0 | 0 | 0 |
51,929 | 1 | 1 | 1 | 1 | 0 | 0 |
79,206 | 1 | 1 | 1 | 0 | 0 | 0 |
40,906 | 1 | 1 | 1 | 1 | 0 | 0 |
PhishNet Website Features
This is the 48,046-row Dataset Alternating/final_dataset.csv used by the PhishNet GitHub project. It contains numeric website features and a phishing class label.
Columns
ID, classLabelPhishing, favLabel, percentRequestUrls, URLLength, domainLabel, and dotsInDomain.
The label column contains 19,388 rows with value 0 and 28,658 with value 1. The source project describes the task as phishing website classification. The feature values are already encoded; this repository does not supply the original URLs or a feature-extraction specification.
Limitations
The original repository does not document collection provenance, licensing, a fixed train/test split, or a benchmark result. The ID column is retained as in the source; consider excluding it when training to avoid learning from an identifier. Evaluate on independent, current sites before any practical security use.
Source and related model
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