task_categories:tabular-classification size_categories:1M<n<10M tabular network region:us
---
task_categories:
- tabular-classification
tags:
- tabular
- network
size_categories:
- 1M<n<10M
---

## Source
https://www.kaggle.com/datasets/dhoogla/unswnb15?resource=download

## Dataset

This is an academic intrusion detection dataset. All the credit goes to the original authors: dr. Nour Moustafa and dr. Jill Slay.

Please cite their original paper and all other appropriate articles listed on the UNSW-NB15 page.

The full dataset also offers the pcap, BRO and Argus files along with additional documentation.

The modifications to the predesignated train-test sets are minimal and designed to decrease disk storage and increase performance & reliability.

Exploratory Data Analysis (EDA) through classification with very simple models to .877 AUROC. 