That's not "not attracting attention", that's called living in fear. I don't know the particulars of where you live, but it makes me sad you feel this is necessary.
Alternatives include conforming to unjust laws, or violating openly and ending up imprisoned. Neither sound like fun. Or, yes, going somewhere else. But in my experience, there's really nowhere to go. So hey.