Rich, poor, American, Kazakh, it doesn't matter. If you are arrested you are strip searched to protect you, the prison staff, and the other prisoners.

There are different kinds of diplomatic immunity. Hers was explicitly limited to official work. The run-Americans-over-and-get-off-scot-free kind is a different diplomatic designation.