I found my answer here :
https://wordpress.stackexchange.com/a/214883/71314
function remove_feed( $feedname ) {
global $wp_rewrite;
if ( in_array( $feedname, $wp_rewrite->feeds ) ) {
$wp_rewrite->feeds = array_diff( $wp_rewrite->feeds, array( $feedname ) );
}
$hook = 'do_feed_' . $feedname;
// Remove default function hook
remove_all_actions( $hook );
add_action( $hook, $hook );
return $hook;
}
Usage:
remove_feed( 'feed' );