the windows UAC is probably blocking eraser on startup
in the registry editor navigate to
[HKEY_CURRENT_USER\Software\Microsoft\Windows NT\CurrentVersion\AppCompatFlags\Layers]
create a key
C:\Program Files\Eraser\Eraser.exe
and the value of
~ RUNASINVOKER RUNASADMIN
reboot and let me know if this fixes the problem for you