Just negative rep them.
It's always been the case, but I've officially added it to the forums' descriptions. You must have 25 posts, be registered for 3 days, and have non-negative reputation (0 or greater).
Veteran members hold the power to grant or deny new members access to these forums. Merely leave post rep for that person.