Yes we all know anything can happen anywhere. What matters is the probabilities. Brazil has 32 of the 50 most violent cities in the world. Link.
The homicide rate is 10 times higher than the US. Link.

That being said it is still very unlikely anyone who comes here will be murdered or even robbed. Be smart and use common sense. Don't pretend it is paradise.