Yes, there are measures you can take to ensure that only you and your friends can enter a game, when you create a new room you can do the following: .
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You can set a password for access to your room. You will need to let your friends know what the password is.
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You can set the room’s visibility to Hidden, you will need to send your friends a link to the room in this case as they will not be able to see it!