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pirocheto
/
phishing-url-detection

Text Classification
Scikit-learn
ONNX
phishing
url
Model card Files Community
pirocheto commited on
Commit
ee1439d
·
1 Parent(s): aecd093

Create config.json

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  1. config.json +83 -0
config.json ADDED
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+ {
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+ "sklearn": {
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+ "columns": [
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+ "nb_hyperlinks",
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+ "ratio_intHyperlinks",
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+ "ratio_extHyperlinks",
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+ "ratio_extRedirection",
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+ "safe_anchor",
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+ "domain_registration_length",
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+ "domain_age",
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+ "web_traffic",
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+ "google_index",
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+ "page_rank",
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+ "status"
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+ ],
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+ "environment": [
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+ "scikit-learn=1.3.2"
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+ ],
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+ "example_input": {
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+ "domain_age": [
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+ 11039.0,
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+ -1.0,
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+ 5636.0
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+ ],
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+ "domain_registration_length": [
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+ 3571.0,
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+ 0.0,
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+ 208.0
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+ ],
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+ "google_index": [
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+ 0.0,
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+ 0.0,
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+ 0.0
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+ ],
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+ "nb_hyperlinks": [
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+ 97.0,
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+ 168.0,
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+ 52.0
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+ ],
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+ "page_rank": [
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+ 5.0,
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+ 2.0,
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+ 10.0
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+ ],
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+ "ratio_extHyperlinks": [
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+ 0.030927835,
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+ 0.220238095,
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+ 0.442307692
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+ ],
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+ "ratio_extRedirection": [
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+ 0.0,
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+ 0.378378378,
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+ 0.0
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+ ],
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+ "ratio_intHyperlinks": [
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+ 0.969072165,
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+ 0.779761905,
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+ 0.557692308
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+ ],
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+ "safe_anchor": [
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+ 25.0,
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+ 24.32432432,
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+ 0.0
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+ ],
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+ "status": [
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+ "legitimate",
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+ "legitimate",
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+ "legitimate"
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+ ],
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+ "web_traffic": [
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+ 178542.0,
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+ 0.0,
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+ 2.0
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+ ]
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+ },
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+ "model": {
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+ "file": "model.pkl"
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+ },
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+ "model_format": "pickle",
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+ "task": "tabular-classification",
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+ "use_intelex": false
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+ }
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+ }