Theres generally not any formal contract involved in private sale, so you're really depending on good ethics of the seller to do the right thing. Really, if you pay a deposit, but change your mind - the seller isn't obliged to return any funds. Your only course of action would be to sue the seller in civil court, but I wouldn't like your chances of winning