Yep, same problem here. Had to strip it back, which is a cow of a job depending on what was originally used.

Clean the mould off with bleach or whatever, and then reapply the correct white, mould resistant silicone with a caulking gun. The "gun" will cost you about $5 and the silicone about $15. Any hardware store will have what you need.