Cloud IDS
February 19, 2026
Python Jupyter Docker machine learning cybersecurity
Cloud IDS is a machine learning–based intrusion detection system benchmarked against the UNSW-NB15 dataset.
Full write-up coming soon.
Key features
- Multiple ML models compared (Random Forest, XGBoost, Neural Network)
- Trained on UNSW-NB15 benchmark dataset
- Dockerized for reproducible experiments
- Jupyter notebooks for exploration and visualization
Stack
Python with scikit-learn and pandas in Jupyter notebooks, containerized with Docker.