keys-i/netFlow

---
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}
}

license: 知识共享署名-非商业性使用-相同方式共享4.0 (CC BY-NC-SA 4.0)
pretty_name: NetFlow V3
language:
- 英语
tags:
- 入侵检测系统 (Intrusion Detection System, IDS)
- 网络入侵检测系统 (Network Intrusion Detection System, NIDS)
- NetFlow
- Parquet
- 网络安全 (Cybersecurity)
size_categories:
- 1000万 < 数据量 < 1亿
configs:
- config_name: NF-CICIDS2018
data_files:
- split: 训练集 (train)
path: NF-CICIDS2018-v3.parquet

# NetFlow V3

本数据集专为基于机器学习的网络入侵检测研究提供NetFlow V3格式数据。

本仓库重新发布了由Majed Luay、Siamak Layeghy、Seyedehfaezeh Hosseininoorbin、Mohanad Sarhan、Nour Moustafa与Marius Portmann在论文《面向网络入侵检测系统的NetFlow数据集时序分析》(*Temporal Analysis of NetFlow Datasets for Network Intrusion Detection Systems*)中提出的NetFlow V3数据集。[arXiv](https://arxiv.org/abs/2503.04404)

## 数据集描述

NetFlow V3 在既往NetFlow数据集的基础上新增时序特征，可支持网络入侵检测系统 (NIDS) 研究中的时序分析工作。[arXiv](https://arxiv.org/abs/2503.04404)

## 引用说明

若使用本数据集，请引用以下原始论文：

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}
}