Explore a conference talk from BSidesSF 2019 that delves into detecting compromised privileged "VIP accounts" through real-time analysis. Learn about a Kafka streaming solution that scales on a per-account basis, allowing for the construction of an evolving picture of individual risk in real time using a distributed streaming approach. Presented by Rod Soto, Joseph Zadeh, and Xiodan Li, this 27-minute session offers insights into innovative security techniques for protecting high-value user accounts and monitoring access patterns in user-centric data streams.