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Extended Event Type Fields
Information contained in extended event type fields help rules and models detect anomalies.
When Event Builder creates an event from a log, it matches certain information in the log to an event type's extended fields, if the information exist. Risk Engine uses the information contained in the extended fields to train models and evaluate the event against rules.
For example, the vpn-login
event type has an os
extended field. The VPN29 - VPN Operating Systems
model trains on this os
information. If the model considers the os
anomalous, it may trigger the VPN32 - First VPN from OS
rule.