metadata
license: apache-2.0
dataset_info:
features:
- name: url
dtype: string
- name: label
dtype:
class_label:
names:
'0': '0.0'
'1': '1.0'
- name: __index_level_0__
dtype: int64
splits:
- name: train
num_bytes: 38536329.817049906
num_examples: 642533
- name: test
num_bytes: 6800578.1829500925
num_examples: 113389
download_size: 32729166
dataset_size: 45336908
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
PhishingURLDataset
This dataset is created for being used for neural network training, on phishing website detection.
It has been generated using this raw template.
Dataset Details
This dataset contains phishing websites, which are labeled with "1" and are called "malignant", and benign websites, which are labeled with "0".
Dataset Sources
- Kaggle Dataset on Phishing URLs: https://www.kaggle.com/datasets/siddharthkumar25/malicious-and-benign-urls
- USOM Phishing Websites Dataset: https://www.usom.gov.tr/url-list.txt
- Phishtank Dataset: http://data.phishtank.com/data/online-valid.csv