Network Anomaly Detection

A machine learning project for detecting network intrusions using the CICIDS2017 dataset.

Dataset

Download the CICIDS2017 dataset from: https://www.unb.ca/cic/datasets/ids-2017.html
Place the CSV files in the data/ folder.

Project Structure

• data/ — dataset files (not tracked by git)
• notebooks/ — Jupyter notebooks for EDA and modelling
• models/ — saved trained models
• dashboard/ — Streamlit app
• docs/ — reference documents

Author

Emmanuel — 400-level Computer Engineering
Abiola Ajimobi Technical University, Nigeria
Internship: KKON Technologies Limited, Lagos