I have a Facebook group as open and I use the following method to return an array with all members of the group:
$group_members = $this->facebook->api("/id_do_grupo/members");
When I change the group to private or secret the array returns empty. It should not, as I am a member of the group and obviously I am authenticated in the app to use facebook- > api.