Shep is still flailing over this assignment. To the best of his knowledge, the Stargate project is just A Big Secret and hasn't needed covering up. On Atlantis, they took weird for granted and sought to explain it and study it, not make things up about it. But he reasonably sure he can't really explain that to anyone.