You willingly signed up for the charge, then you canceled (or at least made a reasonable effort to inform them that you wish to cancel), and any charges beyond that point are fraudulent. "Fraud" isn't just "someone stole my card". "The merchant charged me when they shouldn't have" qualifies just fine.