how to disable symlinks in apache

I tried to disable symlinks in apache so I updated apache2.conf (on ubuntu) to:

<Directory />
  Options -FollowSymLinks
  AllowOverride None
  Require all denied
</Directory>

but still symlinks continue to be followed for cgi-bin, from the browser. Is there a different way to accomplish this?