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How I Built a Real-Time Anomaly Detection Engine for a Cloud Storage Platform

DEV Community·babaolu·about 1 month ago
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Introduction Imagine you're running a cloud storage platform — thousands of users uploading files, downloading documents, sharing links — all day, every day. Now imagine a hacker decides to hammer your server with thousands of fake requests per second. Without protection, your server slows to a crawl, real users get locked out, and your business takes a hit. That's exactly the problem I was asked to solve. My task: build a tool that watches all incoming web traffic in real time, learns what "normal" looks like, and automatically blocks attackers — without any human intervention. In this post I'll walk you through exactly how I built it, piece by piece, in beginner-friendly terms. No security background required.…

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