Stupid tactics from Genoa.
You can't play a high line with five at the back, because it means you don't have enough players higher up the pitch to press to make sure the opposition doesn't have time to pick balls in behind your defence.
That should have allowed Milan to go 2-0 up early, but Genoa have dropped a bit deeper now and didn't do too badly in the last 15 mins or so.