To remove the HTML link:
remove_action( 'wp_head', 'rsd_link' );
To stop all requests to xmlrpc.php
for RSD per XML-RPC:
if ( defined( 'XMLRPC_REQUEST' ) && XMLRPC_REQUEST ) )
exit;
This is plugin territory. Never use this code in a theme.