LinkedIn privacy settings

When sharing a post to a LinkedIn Profile through LinkedIn natively, you'll be able to choose between sharing it with Public, Public + Twitter, or Connections.

Unfortunately it's not possible to change the privacy settings in Buffer so all posts shared to a LinkedIn Profile through Buffer will be shared as Public.