The rules over here may be massivley different to yours but if a dog is straying on the street then the dog warden will impound. Could you leave your gate open so when they go in your garden they can wander out on the street? Pepper spray would work a treat.
That certain breed of dog is banned in the UK due to how bloody dangerous they are and because they are a drugs dealer choice of dog!