How Dtex Utilizes Machine Learning
Effectively solving the insider threat problem – including the threats posed by negligent users and by outside infiltrators – requires the ability to adapt. Fighting the “known knowns” is no longer enough, especially as threats and vulnerabilities evolve more rapidly than ever before. To catch today’s threats, organizations need to evolve just as quickly, and there’s only one way to do that: machine learning.
This document describes how Dtex utilizes all three types of machine learning models — supervised, unsupervised, and semi-supervised — to provide a modern, real-time, and effective solution to insider threat detection.