The issue
When formarding the e-mail with the join webinar registration link, everyone who receives a forwarding e-mail with the Join webinar link/button can join the webinar anonymous even if it is restricted settings to people I invite.

Connect the registration event list by using the unique QR code to the teams webinar so that there is a restricted join-link security option.