Building a Real-Time HTTP Anomaly Detection Engine for Nextcloud with Python, Nginx, and iptables

For this project, I deployed Nextcloud behind Nginx and built a Python daemon that performs real-time anomaly detection on incoming HTTP traffic. The key requirement was to avoid static assumptions and instead learn “normal” traffic behavior continuously. VPS: Linux (2 vCPU / 2 GB RAM minimum) Nextc