Index: wp-admin/includes/class-wp-users-list-table.php
===================================================================
--- wp-admin/includes/class-wp-users-list-table.php	(revision 17355)
+++ wp-admin/includes/class-wp-users-list-table.php	(working copy)
@@ -42,8 +42,11 @@
 		$per_page = ( $this->is_site_users ) ? 'site_users_network_per_page' : 'users_per_page';
 		$users_per_page = $this->get_items_per_page( $per_page );
 
-		$paged = $this->get_pagenum();
+		$users_of_blog = count_users();
+		$total_pages = ceil( $users_of_blog['total_users'] / $users_per_page );
 
+		$paged = min( $total_pages, $this->get_pagenum() );
+
 		$args = array(
 			'number' => $users_per_page,
 			'offset' => ( $paged-1 ) * $users_per_page,
Index: wp-admin/users.php
===================================================================
--- wp-admin/users.php	(revision 17355)
+++ wp-admin/users.php	(working copy)
@@ -13,6 +13,7 @@
 	wp_die( __( 'Cheatin’ uh?' ) );
 
 $wp_list_table = _get_list_table('WP_Users_List_Table');
+$pagenum = $wp_list_table->get_pagenum();
 
 $title = __('Users');
 $parent_file = 'users.php';
@@ -291,6 +292,12 @@
 
 	$wp_list_table->prepare_items();
 
+	$total_pages = $wp_list_table->get_pagination_arg( 'total_pages' );
+	if ( $pagenum > $total_pages && $total_pages > 0 ) {
+		wp_redirect( add_query_arg( 'paged', $total_pages ) );
+		exit;
+	}
+
 	include('./admin-header.php');
 
 	$messages = array();