| --- |
| license: cc-by-nc-sa-4.0 |
| pretty_name: NetFlow V3 |
| language: |
| - en |
| tags: |
| - IDS |
| - NIDS |
| - NetFlow |
| - parquet |
| - cybersecurity |
| size_categories: |
| - 10M<n<100M |
| configs: |
| - config_name: NF-CICIDS2018 |
| data_files: |
| - split: train |
| path: NF-CICIDS2018-v3.parquet |
| --- |
| |
| # NetFlow V3 |
|
|
| NetFlow V3 datasets for machine learning-based network intrusion detection research. |
|
|
| This repository republishes the NetFlow V3 datasets introduced in *Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems* by Majed Luay, Siamak Layeghy, Seyedehfaezeh Hosseininoorbin, Mohanad Sarhan, Nour Moustafa, and Marius Portmann. [arXiv](https://arxiv.org/abs/2503.04404) |
|
|
| ## Description |
|
|
| NetFlow V3 extends earlier NetFlow datasets with temporal features for time-based analysis in NIDS research. [arXiv](https://arxiv.org/abs/2503.04404) |
|
|
| ## Citation |
|
|
| If you use this dataset, please cite the original paper: |
|
|
| ```bibtex |
| @article{luay2025temporal, |
| title={Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems}, |
| author={Luay, Majed and Layeghy, Siamak and Hosseininoorbin, Seyedehfaezeh and Sarhan, Mohanad and Moustafa, Nour and Portmann, Marius}, |
| journal={arXiv preprint arXiv:2503.04404}, |
| year={2025}, |
| doi={10.48550/arXiv.2503.04404} |
| } |
