There IS a lot of fraud, and usually the stores where it occurred will bear the cost on its books. If the issue was a cloned card (see
the Gift Card Fraud thread), then I'd assume that the bank issuer (MetaBank, Sunrise Bank, etc) would bear the liability. There was a plan a couple years ago to start issuing open loop gift cards with EMV, but it looks like that didn't come to fruition.