Jacinthmedia/User-and-Entity-Behavior-Analytics-UEBA-

# UEBA Insider Threat Detection System ## Setup 1. Create virtual environment: `python -m venv venv` 2. Activate it: `venv\Scripts\activate` (Windows) or `source venv/bin/activate` (Mac/Linux) 3. Install dependencies: `pip install -r requirements.txt` 4. Run: `python main.py` ## Features - Generate synthetic access logs with normal and anomalous behaviour - Train Isolation Forest model on normal behaviour - Detect anomalies with scores and explanations - Evaluate precision, recall, F1, confusion matrix - Detailed ethics and privacy discussion ## Project Structure See the `src/` folder for modular code.# User-and-Entity-Behavior-Analytics-UEBA-