I drew cash from ATMs practically every day over several months. Visited shops, malls, bus and train stations. Never even thought I might have any problem.
Of course not putting yourself on offer is practical advice for just about anywhere in the world.
Conceptions about a place are quite often wrong. I live on Costa del Sol. Some people love to say the crime is high. I have been a voluntary translator with the police here for 16 years. I know that reported crime is very low. Also, Spain was recently voted by UK tourists as the safest place to take a holiday.
Perceptions can be way out.