Solution:1
You can create plugin for this (i.e. Remove attachment filed). Below are the steps to create plugin for your requirement:
1) Create one folder inside wp-content/plugin (i.e. Remove attachment filed)
2) Inside newly created folder create one file (i.e remove_attachment_details.php) with below code.
3) Activate the plugin from Admin >> Plugins
<?php
/*
Plugin Name: Remove attachment filed
*/
add_action('admin_head-post.php', 'hide_media_stuff_wpse_120894' );
add_action('admin_head-post-new.php', 'hide_media_stuff_wpse_120894' );
function hide_media_stuff_wpse_120894(){
?>
<style type="text/css">
.attachment-details [data-setting="title"],
.attachment-details [data-setting="caption"],
.attachment-details [data-setting="alt"],
.attachment-details [data-setting="description"],
div.attachment-display-settings
{
display:none
}
</style>
<?php
}
?>