Get a dog. A good growly dog. That way they'll know that there's a dog in there. They'll never know about your gun until you confront them, and the dog's got less qualms about biting than you do about shooting.

But, for God's sake, don't train the dog to attack. You'd feel worse if it bit the head off your neighbor's cat, or, worse, baby.