In california, it is actually your problem

You suppose to work with previous owner to transfer the deposit to you. You can sue the previous owner for the deposit. In this case, it is good that both the previous owner and you will be in court. The judge can likely sort things out in court.Three of you should work out before the court date. The court typically can assign someone for arbitration.