It has been years since I tried selecting the RS 2012 option that automatically configures Report Server at installation time. I vaguely remembered that there was a good reason never to use it, but I felt like I needed reminding. And there was.
This is a good list of basic security measures you can include when you install SQL Server, very similar to my own. SQL Server Security Checklist.