I'm a big believer in, "If something doesn't work, stop doing it and find a better way"
If the bike keeps getting stolen from in front of your house, I think thats a pretty good indication that where you are parking it isn't working and it's time to find someplace else to park it. Like in the garage, in the back yard, or if all else fails, in the house!