wwydmanski/UNSW-NB15

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.