When I was in Shenzhen they told me not to walk around at night. I did anyways, but always wondered. My business associates told me of a US visitor to their company who walked at night and was beaten and robbed.
Yeah, the purse and bag snatching on motorcycles is a common sport overthere. The police doesn't much care for this kind of activity. They are more concerned about anti-communist groups.