For example if you want to hide update notification for akismet plugin, you need to add the following function in your theme functions.php file.
function filter_plugin_updates( $value ) {
unset( $value->response['akismet/akismet.php'] );
return $value;
}
add_filter( 'site_transient_update_plugins', 'filter_plugin_updates' );