In Settings and privacy, Profile curation defines what other people can see. You can hide your follower count and decide whether your activities (posts, comments and communities you take part in) are visible.
When you make your connections private, other people see a notice that the list is not shared. Under Hidden posts, you can review and unhide posts you have hidden.
Anonymous posts are never shown as linked to your profile to other users.