Thanks for the data point. Are these neighborhoods good school districts as well?
I recommend Boston.
Oakland County has some of the richest cities in the US (a lot of old money) so you can easily find a nice city around Detroit that will be cheap and still very protected.
The truth is that unless you're part of the drug trade or other nefarious dealings, you're usually pretty safe. I can't speak for Detroit, but I'm always suspect of these stats.