RoundRobinDNSAtackDetector

A simple DNS atack detector based on DecisionTree built with scikit-learn

Quickstart

1. Install Python 3
2. Clone repo and open folder with it
3. Create virual env pyvenv venv && activate venv/bin/activate
4. Install dependencises pip install -r requirements.txt
5. Build model on provided DNS dump by script python main.py
6. Verify model calling pytest
7. Based on test script use model located in models/dns_model.pkl with any new data

Technologies used

• Python
• scikit-learn
• pytest