Datasets:
pretty_name: PhishNet Website Features
task_categories:
- tabular-classification
tags:
- phishing
- cybersecurity
- tabular
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.