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Machine Learning with the Elastic Stack

You're reading from   Machine Learning with the Elastic Stack Expert techniques to integrate machine learning with distributed search and analytics

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Product type Paperback
Published in Jan 2019
Publisher Packt
ISBN-13 9781788477543
Length 304 pages
Edition 1st Edition
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Authors (2):
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Bahaaldine Azarmi Bahaaldine Azarmi
Author Profile Icon Bahaaldine Azarmi
Bahaaldine Azarmi
Rich Collier Rich Collier
Author Profile Icon Rich Collier
Rich Collier
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Toc

Table of Contents (12) Chapters Close

Preface Machine Learning for IT FREE CHAPTER Installing the Elastic Stack with Machine Learning Event Change Detection IT Operational Analytics and Root Cause Analysis Security Analytics with Elastic Machine Learning Alerting on ML Analysis Using Elastic ML Data in Kibana Dashboards Using Elastic ML with Kibana Canvas Forecasting ML Tips and Tricks Other Books You May Enjoy

Security Analytics with Elastic Machine Learning

It may sound clichéd to say that managing security threats inside an enterprise environment isn't like it used to be, but this is the honest truth. It's no longer a question of whether portions of your environment are compromised, but rather now it is a question of when you will figure it out.

In other words, most security professionals currently take the posture that assets within their control have already been compromised and that active measures must be taken on a daily basis to find any occurrences of these Indicators of Compromise (IoC).

This is not to say that you should give up on perimeter security because the effort is moot; security teams still need a solid set of rules and policies that will safeguard internal assets from the outside threats that are trying to get into an environment. Firewalls and other...

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