Morah Rach,
Come now. OP says that he is often menaced by dogs who their owner is apparently not controlling with a leash. It would be an entirely appropriate response to kill the dog. If you think pepper spray is ineffective, he could try carrying a club.
And yes, I also like dogs. But not when their owner does not leash them and keep them from menacing people.