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Twitter Security at Scale


David Allen
Twitter, Senior ML Security Engineer

350 billion requests from 300 Million unique IP Addresses daily come into Twitter's public facing services creating a vast surface area to monitor. Distributed Denial of Service (DDOS) attacks and large scale scrapping put pressure on the infrastructure that off-the-shelf solutions cannot currently handle. Join David Allen, Senior Security Engineer at Twitter, as he walks through dissecting these attacks and applying machine learning to show you an approach to security at scale.