Notifications for adding people to a workspace

I'm wondering if I have something set incorrectly. I have a workspace that I want to limit access to. I noticed today that people with access have been sharing the workspace with others and now I have a ton of people in that workspace. I'd like to get a 'Request to Join Workspace' notification and then approve them before they are added. Is there a way to do that?