Games with concealed rules are games where the rules are intentionally concealed from new players, either because their discovery is part of the game itself, or because the game is a hoax and the rules do not exist.
In fiction, the counterpart of the first category are games that supposedly do have a rule set, but that rule set is not disclosed.