Hi Shobri,
There's no way to disable the Invite button, but in Training Center and Event Center, you can require registration for your sessions, which should meet this requirement. Unfortunately, the registration feature in Meeting Center is more like an RSVP, so it will not reject an attendee that has the meeting password but has not registered. Hope that helps.
Kasey