three suggestions
Traditionally putting them up a height like a tree or the roof of your house was popular in europe and is still practised this way in Turkey .
Secondly loud barking dogs
Thirdly a secure bee house made of stone / brick
Living in Anjou , France,
For the many not for the few
http://www.permies.com/t/80/31583/projects/Permie-Pennies-France#330873