Stabilising structure attached to the bottom of a vessel (4)
I believe the answer is:
keel
(Other definitions for keel that I've seen before include "Ship (poet.); its bottom" , "Part of ship's frame" , "Beam on the hull of a vessel" , "Low part of ship" , "Long base of a ship" .)