I have it on good authority ( >_> ) that this is indeed true.
I'm embarrassed to say that it's happened to me. I deliberately created an IAM user that was 'public', for purposes of the application. Amazon shut down that user and everything (not much) that it had access to. This was in 2014 or 2015.