Mine does too.
Last year I took it apart and re-seated the o-rings, cleaned and taped the threads, etc. Stopped for about a year, but it's back again.
I'll try oiling the cylinders as a quick fix. Actually, I haven't checked the air oiler in ...er.. ever. Maybe it just needs a refill.. ;-)
--Bryan