Yes. I've created completely new customers with new emails addresses. Using the Customer application, I can create a login for that user only on the first site. After the user is created, I get an error on any subsequent site when trying to create the login for a new customer that says:
"The user with email email@example.com already exists. To create login, provide another email on the General tab."