A leash law is simply a law which orders dog owners to keep their pets on a leash in certain areas. Norcross, for instance, has a leash law. Under Gwinnett County local ordinances, dog owners must keep their dog on a leash any time the animal is not humanely and securely enclosed on the owner’s premises.