Use a escrow service.
yes it might cost a bit more but your well protected and would stop this from happening.
Better to be safe than sorry.
And as the saying goes.
As soon as you wake up in the morning.
Someone has already worked a way of fleezing you for your money.
In other words there are idiots born every day.