Buddypress Privacy members/activity

I have a BuddyPress Community that I’m building that’s based around a rather sensitive topic for my users and as such I need to make parts of the community totally private and not accessible by non logged in users.

I would like guests to be redirected to a page/message that requests login/sign-up before proceeding to the following parts of my community:

mysite.com/members
mysite.com/activity
mysite.com/groups/

However, I like guests to be able to freely view public blog and public content.

Is there a way to accomplish this?