Am I just out the cards or is there any recourse beyond reporting the user? The admins already banned the user from further trades.

Unfortunately yes, you are out of the cards. There really is nothing that deckbox can do in this situation. File mail fraud against the trader and move on unfortunately. Hopefully it was not a huge trade.