The new feature is found on a user's profile page. Any connections blocked are added to a blacklist, which does not allow either user from viewing the other's profile on the site. In addition, both users would not show up on the "Who's Viewed Your Profile" page.
At the moment, LinkedIn users are only able to block up to 50 people.