The easiest way to do it is to put an index.html file in the folder. You can add a redirect if you like or just leave the file blank.
If you have the access, you can also edit the httpd.conf file to block folder browsing if you like. Info on how to do that here - http://wiki.apache.org/httpd/DirectoryListings