I knew of this 'Privacy' setting from searching before.
But I had to start over with a fresh install.
This 'Privacy' setting doesn't show up until you create a account, select it and then choose 'only allow contacts'
Makes sense it doesn't show up until you choose the account you want to apply it to, but I still spent some time trying to find it.
Once I added my IM account, then it shows up.