One thing you may want to try and do is always walk against the flow of trafic. If they do start following you in their car turn around and walk the other direction. It is harder to turn a car around. If you can walk on streets with one-way traffic. I have successfully used the strategies in very dangerous cities like Tijuana, Mexico. Always try to walk with a friend at night.
Huggs
Emily