I have the same problem with my 4500-N on a Windows 8/64 machine.
I need to constantly re-enter the WPA code to connect frpm the front panel.
I ran the diagnostic and it said it fixed one problem, but the problem still exists.
I have other printers on the network the work fine.
Is there a fix for this?