Home - noise-lab/ml-networking GitHub Wiki
Welcome to the ML-Networking-Primer wiki!
Project Ideas
- Past Project Examples
- Intrusion Detection Models Using Machine Learning
- Use of Machine Learning for DDoS Classification
- Traffic Classification Based on Machine Learning Methods
- Android Malware Classification Using Network Traffic
- Predict DNS Request/Response Using Logistic Regression
Research Papers
| Paper | Tool |
|---|---|
| nPrint: A Standard Data Representation for Network Traffic Analysis | nPrint |
| A Comparative Study of Network Traffic Representations for Novelty Detection | netml |
Datasets
- CIC Network Intrusion Detection Data (CICIDS)
- UC Irvine IDS/Botnet Dataset
- TLS Handshake Dataset
- NetML Challenge and Datasets (2020)
- MAWI Traffic Traces