At ~1600 violent crimes per 100000 residents, Memphis ranks 4th on Forbes' list of most dangerous cities. Probably not a day-to-day issue if one rides briskly... I just recalled having read that recently.

Disclaimer: I've driven through Memphis several times, but have never lived there or visited for an extended stay, so can't testify personally.