| --- |
| 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](https://github.com/lakshitha1629/PhishNet_Deep_Learning_for_Phishing_Detection). 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. |
|
|
| ## Source and related model |
|
|
| - [Original CSV](https://github.com/lakshitha1629/PhishNet_Deep_Learning_for_Phishing_Detection/blob/main/Dataset%20Alternating/final_dataset.csv) |
| - [Project source](https://github.com/lakshitha1629/PhishNet_Deep_Learning_for_Phishing_Detection) |
| - [Related model](https://huggingface.co/lakshitha1629/PhishNet-Phishing-Detection) |
|
|
