Machine Learning

Elastic Machine Learning Recipes

Recipes are short documents that describe how to configure Elastic machine learning jobs to detect unusual system behaviors.

IT Operations

Service Response Change (Response Code)

Analyze response code metrics to detect service issues

IT Operations

System Metric Change (CPU Utilization)

Analyze CPU metrics to detect system problems

Security Analytics

DNS Data Exfiltration (Tunneling)

Analyze DNS logs to detect DNS Tunneling

Security Analytics

Suspicious Process Activity (Host)

Analyze endpoint proxy logs to detect rare processes

Security Analytics

HTTP Data Exfiltration (Proxy)

Analyze web proxy logs to detect HTTP exfiltration

Security Analytics

Suspicious Login Activity (Volume)

Analyze server logs to detect brute force login attacks