Dataset Overview

Dataset Name

CSE‑CIC‑IDS2018 Dataset

Dataset Description

This dataset contains network traffic data specifically captured for brute‑force attack (FTP and SSH) scenarios. It includes 1,048,575 records and 80 traffic‑related features, comprising both benign traffic and brute‑force attack data.

Dataset Use Cases

The dataset is used for machine‑learning tasks, particularly network intrusion detection. Typical applications include:

• Data loading and manipulation
• Data exploration and visualization
• Implementation and evaluation of machine‑learning models
• Design and evaluation of deep‑learning models

Dataset Download

The CSV file can be downloaded from the following link: CSE‑CIC‑IDS2018 Dataset CSV file

Related Technologies

• Python (NumPy, Pandas, Matplotlib, Scikit‑Learn, Keras)
• Jupyter Notebooks
• GitHub