Wal-Mart or AutoZone.
You could get the hub-caps that you bolt down to the wheel (I don't think ive seen aftermarket ones do this though). I've seen people zip tie their hub caps down, but thats pretty ghetto, (or could be to keep the hub caps down?).
Who the hell steals hub caps anyway?