You can disable the Apache welcome page by either commenting out or entirely deleting the file /etc/httpd/conf.d/welcome.conf.
This will:
- Remove the directive that disables index pages on all directories
- Remove the directives that redirects all 403 Forbidden messages to displays the page at /var/www/noindex/index.html