S.M.A.R.T. = Secure Monitoring & Analysis of Real-time Traffic

Live Traffic Analysis using Machine Learning

SmartLog is a real-time, containerized log analysis system hosted on an Azure VM. It uses Filebeat, Kafka, and a Python ML pipeline with custom transformers to detect suspicious HTTP traffic. Logs are stored in PostgreSQL, while live dashboards are built in Grafana. Docker Compose manages all services, enabling modular deployment and easy scaling.

📊 Traffic Overview Dashboard 🔍 Threat Detection Dashboard

Note: If possible, please fill the feedback form below — it greatly helps me train a better model. Thank you!

SmartLog Feedback Form(For Training on Human data)

Your Name Network Type Are you using a VPN or Proxy? Is this your personal device? Device Type How much do you trust this device/network? Have you ever been flagged as a bot on other sites? Browser Used What were you doing when visiting this page? How would you label yourself?