Yes, my boys love the little chocolate easter eggs.
This past winter, Max demonstrated that he can find them under a foot of snow. Yuck! It's one of the many reasons that I don't allow them to roam in their own backyard.
My only advice is to get rid of the rabbits or section of a portion of your yard with some kind of fencing/chicken wire that will keep out the rabbits.