A private citizen who is not in the business of selling firearms may sell a firearm to another private citizen without undergoing a Federal background check. In some states, like PA, all transfers except those within a family, must go through a dealer and be checked.
Anyone who is in the business of selling firearms needs to have a federal license and do checks on all sales, whether they are at a gun show or any other place.
That clarifies my confusion. Thanks.