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Hi, PagerDuty has a comprehensive doc for this purpose. See https://support.pagerduty.com/docs/aws-guardduty-integration-guide
and a video
https://www.youtube.com/watch?v=XOq_DYbBL08
Finally, full implementation guide on AWS with ControlTower: https://d1.awsstatic.com/Marketplace/solutions-center/downloads/AWS-Control-Tower-Implementation-Guide-PagerDuty.pdf
Simply, To send alerts to PagerDuty, you need to use SNS which PagerDuty is subscribed with a HTTPS subscription.
Within the PagerDuty, within each service you wish to receive alerts on you will need to configure an AWS integration. This provides the https subscription url to add to SNS.
Add this url in SNS topic subscription.
I do the same for cloudwatch alarms to page our call team.
Ensure appropriate guard duty findings trigger an sns notification.
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