Unfortunately this does happen.
We hear of this frequently.
Although I've never heard them say don't pay.
They normally want as much money as you can send them as fast as you can send it to them.
Sorry this happened to you.
Probably the best thing to do now, is pick of the pieces...start moving forward. Save cash and plenty of it for the next down payment.