I would agree that the US version of low crime is not the same as the Latin American version. I would suggest removing any diamond engagement rings or obvious jewelry if you plan on walking anywhere. Either lock it up, or don't take it with you. Especially in large cities like Lima, Santiago, Rio, etc....