Tough situation. I do not blame this on the dog at all. But your neighbors need to be beaten! I am not sure what to tell you to do, Anna. Perhaps talk to them and express your concerns. I do have a feeling though, that they won't really care since they don't care enough about letting their GSD roam freely like they do!

Best of luck to you.