Probably not, unless they are claiming it's a product of Arkansas. Like your example above about Italian sausage, it's a categorization of style of food, not a product from a specific locale.
Yeah, there are things out there that are called "Philadelphia Cheesesteaks" that amuse and alarm people from Philadelphia, but no one has (sincerely) suggested outlawing them.