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Datasets:
shawhin
/
phishing-site-classification

Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Size:
1K - 10K
Libraries:
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pandas
License:
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metadata
license: odbl
size_categories:
  - 1K<n<10K
task_categories:
  - text-classification
dataset_info:
  features:
    - name: text
      dtype: string
    - name: labels
      dtype: int64
  splits:
    - name: train
      num_bytes: 134987
      num_examples: 2100
    - name: validation
      num_bytes: 27524
      num_examples: 450
    - name: test
      num_bytes: 30718
      num_examples: 450
  download_size: 143853
  dataset_size: 193229
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: validation
        path: data/validation-*
      - split: test
        path: data/test-*

Phishing Website Dataset

A subset of phishing site dataset from here: https://www.kaggle.com/datasets/taruntiwarihp/phishing-site-urls/data

Data used for model compression example.

Video | Blog | Example code

Features

  • text = website URL
  • label = phishing site indicator (1=phishing, 0=not phishing)

Models