Apply style to administration interface
Without having to do too much you can use CSS Injector: https://www.drupal.org/project/css_injector

Just install the module and then make your CSS rule to only work on the assigned admin theme. 

There are of course other ways to do this, you can write a custom module and add CSS that way as well.