How do I create a baseline of metrics and then create an alert or scheduled query that can compare metrics from a time window against the baseline to decide when to run the alert? I want to monitor if certain events, like failed logins, exceed a certain threshold.
Set the desired threshold in a Scheduled Query, and then set up a Scheduled Rule based on that query.
To schedule a query, see Panther's documentation: How to create a scheduled query. The query should include a variable that you will use in the Scheduled Rule.
In the example below, we use the variable
SELECT * FROM (SELECT COUNT(eventType) as failed_logins FROM panther_logs.earnin WHERE eventType='failed-login' AND p_occurs_since('30 days')) WHERE failed_logins > 5;
Now that the Scheduled Query has been saved, go to the Detections section in the Panther Console to create a Scheduled Rule. In the Functions and Tests section for this new rule, you can use the variable from your Scheduled Query. This example uses
def rule(event): if event.get('failed_logins') > 20: return True return False def title(event): return 'More than 20 failed logins in the last 30 days'