It's quite nice of Apple to strip this by default in Safari—didn't even realize it was a thing until I switched over to Chrome to see what you were talking about.
I tested Safari on iOS, iPadOS and macOS and it didn’t strip the “referer” header for any of them. WatchOS did strip it though I’m not sure that counts as Safari.
