Anonymity? They get their own Wikipedia pages and personalised conspiracy theories. Even “mere” multimillionaires like my first boss after graduating got that plus endless personal fan letters.
Anonymity is not the same as privacy. Mark Zuckerberg is known worldwide and has no ability to be anonymous. However aspects of his private life (his Facebook messages, for example) are far more private than the average person.