If you have a valid hardship and owe more on your home than the current market would pay then probably you can. Now, if you lied on your loan application originally or have no intention of sharing your current financial information with the bank then you might need to seek alternatives to doing a short sale. Your hardship does not need to be horrific to be acceptable.