White privilege and class privilege often get conflate in this country. I guess in part because our society has historically been very divided by race and in part because Americans are uncomfortable with the idea of class.
If you're white, you have white privilege, but you don't necessarily have class privilege. Class privilege isn't just about money either. If you grow up without much money, but to highly cultured and educated parents, you still have some class privilege.