It looks really naive that civilizations so advanced to blot out an entire star for its energy can't even find a way to co exist in such a vast universe.
But looking at how fellow humans behave with each other. I would say that is definitely a possibility.
Why would they try to hide this from others? Are we trying to hide our satellites, or our probes that we are sending out?