Can we control the New portal page restricting to only few users within Organization without exposing publicly?

Want to understand on the New Portal page.

I understand that publishing a portal will make it public and anyone can access the Appian page, but I have a requirement where I want to expose the Appian Interface to everyone within the Organization and restrict it to members who are outside of Organization.? Can we do this? 

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