Is a retailer responsible for fraudulent credit card charges?

I'm not sure about your particular case, but I know that unlike consumers, retailers are generally liable for check/credit card fraud. I know of a particular case where Home Depot took the loss for an unauthorized $3,000 credit charge for a generator purchased in person with a stolen credit card. There's more info for merchants on this website:

merchantaccountadvisor