De fence is your only defense! I put up those little green wire fences around my garden beds. Works for the most part, but sometimes they get ambitious and find their way over. The vegetable garden has 4-foot bird netting around it, and that seems to be enough to make them move along. There's enough interesting stuff in the rest of the yard that jumping over fences is more work than they're up for.