Control Visibility of Paragraph Without Fields
Implement hook_field_widget_alter

It will give control of paragraph fields.

function hook_field_widget_entity_reference_paragraphs_form_alter(&amp;$element, &amp;$form_state, $context) {
  if ($element['#paragraph_type'] == 'xyz') {
    $element['subform']['field_name']['#access'] = FALSE;
  }
}