Board Thread:Warhammer 40k General Discussion/@comment-6078851-20130130174042/@comment-3258762-20130213094205

The story goes that when Alpharius arrived (Alone) to Terra, he was met by the Emperor, and Alpharius instantly knew that the Emperor knew about Omegon.

So I don't think Horus knew about both of them.