Some very rich folk I know are discreet with their wealth. If they were show-offs they'd need lots of security, but nobody knows them so nobody tries to take their things or hurt them.
Rich does not necessarily = 'famous' or 'ostentatious'. my sister looks like she couldn't rub two cents together. She could probably buy and sell me ten times over.