CSE-CIC-IDS2018 Dataset
The CSE‑CIC‑IDS2018 dataset contains network traffic data captured for brute‑force attack scenarios, specifically FTP and SSH attacks. It comprises 1,048,575 records with 80 traffic‑related features, including both benign traffic and brute‑force attack data.
Dataset description and usage context
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
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