I create in administration list of some content and create link delete. On link delete I add attribute

onclick="return confirm('Are you sure?);"

but when you click "cancel" on confirm block drupal still go to link href:

http://www.supermarket.hr/#overlay=admin/categories/delete/6939/0

How can I anticipate some hidden overlay functions that ignore added confirm?

thx