The colors came from the theme and - i think - cannot be set by designer. You need to do that by code if they should have other colors than the default in theme.
It is not really simple to change the color. If you call EditText.Color then you will get a quite ugly view. The EditText background is made of a 9 patch image.
If you want to change the background then you should create a new image.