Disease, injury, poor vision or a hearing impairment, can cause a dog to behave in a fearful manner. Your dog might also be genetically predisposed to being cautious.
There can be several reasons why a dog may be afraid of noises. This can be anywhere from being afraid of a car’s horn to just the wind whistling at the windows.