Confluence does not respect HTTPS in Server Base URL when 301 redirecting

We have Confluence setup behind an Apache reverse proxy and our Server Base URL is set to "https://confluence...". However, when Confluence sends out a 301, it always sends the Location: http://confluence..., which then gets redirected by Apache to https://confluence... Confluence should respect...