«User Behavior Analytics for Cyber Security and Its Implementation In Scala», Derek Lin & Leonid Kladko

More than a promise, User Behavior Analytics (UBA) is here and now in identifying malicious activities in enterprise networks. We walk you through a UBA system grounded on data science and enabled by an architecture implemented in Scala and open source technologies. In particular, we introduce one machine learning use case for abnormal behavior detection and do a deep dive on its Apache-Spark based implementation.

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