What he/she said about Miraflores and Larco. I didn't find Lima to be especially dangerous and I walked everywhere, including from downtown to Miraflores. I don't recommend it, per se, but I did not feel threatened doing it. I will say, though, that the drivers are nuts. They will *not* stop for you.