Unfortunately the world is full of ignorami, and you can't flip most of them. If you don't want to out yourself while you tell HR about a potentially hostile work environment (sorry, IDK what country/state you're in), then these are just people you need to avoid.
Umm, pee in their coffee? (Kidding- really

. I have a very warped sense of humor.)