Some banks may refund stolen money if they can do a charge back like the other poster said.
However banks are under no obligation to actually refund stolen money since they didn't steal the money.
The only other way to get stolen money back is to catch the person who stole the money and then get them to pay you back somehow.
But usually once your money has been stolen then you will likely never see that money ever again.
So protect your checking account, savings account etc with all your life.