State tax filing

My understanding is that, if you are a resident of Delaware and you earn income in MD, you don't owe taxes to MD. If taxes from MD employment are withheld, then you must file to have them refunded. My question is whether I can ask my MD employer not to withhold taxes so that I do not have to file a MD return.