One of a species of legendary creatures said to live in the depths of the earth and guard buried treasure (5)
I believe the answer is:
gnome
(Other definitions for gnome that I've seen before include "international banker" , "Legendary creature" , "Creature in garden (or Zurich?)" , "little chap fishing in the garden" , "Small fellow" .)