Not if you don't drown the bearings in it.
Look, I wash my bike with soap and water (OK, detergent). That'll rust everything that's not stainless, aluminum, or painted, right? And yet, between rinsing and letting the bike dry, there's only a few areas of surface rust after 10+ years.
The dose makes the poison.