Building a DDoS Bouncer: Anomaly Detection with Python & Z-Score

The Mission The Sliding Window To keep the tool lightweight and responsive, I implemented a Sliding Window using Python's collections.deque. The engine only remembers the last 60 seconds of traffic. As new requests come in, old timestamps are "evicted." This ensures the tool reacts to sudden spikes