Machine Learning: How to Build a Better Threat Detection Model

In this article, Sophos describes the process they used  to develop their models. To help explain the concepts, they worked through the development and evaluation of a toy model meant to solve the very real problem of detecting malicious URLs.

Sophos Dec 08th 2017