By day, the neighbors’ dogs are OK. They bark. They are supposed to. They are dogs. By night, however, when it is dark and there are no cars and it is late…the new neighbor’s dog barks so viciously at … something … making both the dog and the unknown something rather scary.
It’s probably a moth.
Or a bunny.