Quoted from DCFAN:I would hope the credit card company will be liable for the losses in addition to catching the criminal. They authorized a charge and charge-back that should not have happened.
Charge-backs happen when a card holder doesn't recognize a charge; usually the result of their CC info being stolen from a merchant they have previously done business with. Card holders are protected in those instances; alas, merchants are not.