Private blog in Multisite

Hi, I am hoping to set one blog on my multisite as private, perhaps with password access. I don't want the blog to be visible at all unless you have access to that blog. What would be the easiest way to do this? I was thinking password protect content or Membership lite?

Thanks, Alice.