HTTP Error 401.3 - Unauthorized

Enable Anonymous Authentication for the web site, then Edit Anonymous Authentication (by right clicking) and change it from a Specific User to Application pool identity

IIS needs access permissions for IUSR user too... add this user.
If you don't know how, see the link

The same problem solved here