Datasetpublic

cybersectony/PhishingEmailDetectionv2.0

Phishing Email Detection Dataset A comprehensive dataset combining email messages and URLs for phishing detection. Dataset Overview Quick Facts Task Type: Multi-class Classification Languages: English Total Samples: 200,000 entries Size Split: Email samples: 22,644 URL samples: 177,356 Label Distribution: Four classes (0, 1, 2, 3) Format: Two columns - content and labels Dataset Structure Features { 'content':… See the full description on the dataset page: https://huggingface.co/datasets/cybersectony/PhishingEmailDetectionv2.0.

sourceHugging Faceupdated 2y agoView on Hugging Face

15likes251downloads

Dataset Card

Phishing Email Detection Dataset

A comprehensive dataset combining email messages and URLs for phishing detection.

Dataset Overview

Quick Facts

—Task Type: Multi-class Classification
—Languages: English
—Total Samples: 200,000 entries
—Size Split:
—Email samples: 22,644
—URL samples: 177,356
—Label Distribution: Four classes (0, 1, 2, 3)
—Format: Two columns - content and labels

Dataset Structure

Features

python

{
    'content': Value(dtype='string', description='The text content - either email body or URL'),
    'labels': ClassLabel(num_classes=4, names=[
        'legitimate_email',    # 0
        'phishing_email',       # 1
        'legitimate_url',     # 2
        'phishing_url'    # 3
    ], description='Multi-class label for content classification')
}