This will be in the Azure activity log - https://learn.microsoft.com/en-us/azure/azure-monitor/essentials/activity-log#view-the-activity-log
You can check this at the subscription level, the resource group or resource level so for this scenario maybe select the virtual network resource where DDOS protection was enabled and review the corresponding activities in the activity log.