Index: wp-includes/js/media-views.js
===================================================================
--- wp-includes/js/media-views.js	(revision 22782)
+++ wp-includes/js/media-views.js	(working copy)
@@ -3271,7 +3271,24 @@
 			'change [data-setting]':          'updateSetting',
 			'change [data-setting] input':    'updateSetting',
 			'change [data-setting] select':   'updateSetting',
-			'change [data-setting] textarea': 'updateSetting'
+			'change [data-setting] textarea': 'updateSetting',
+			'click .delete-attachment':       'remove',
+			'click .edit-attachment':         'edit'
+		},
+
+		edit: function(event) {
+			event.preventDefault();
+			var editLink = this.model.attributes.editLink.replace(/&/g, "&");
+			window.open(editLink, '_blank');
+		},
+
+		remove: function(event) {
+			event.preventDefault();
+
+			if ( showNotice.warn() ) {
+				var deleteLink = this.model.attributes.deleteLink.replace(/&/g, "&");
+				$.get(deleteLink);
+			}
 		}
 	});
 
Index: wp-includes/media.php
===================================================================
--- wp-includes/media.php	(revision 22782)
+++ wp-includes/media.php	(working copy)
@@ -1265,6 +1265,8 @@
 		'subtype'     => $subtype,
 		'icon'        => wp_mime_type_icon( $attachment->ID ),
 		'dateFormatted' => mysql2date( get_option('date_format'), $attachment->post_date ),
+		'deleteLink'	=> wp_nonce_url( "post.php?action=delete&post=$attachment->ID", 'delete-post_' . $attachment->ID ),
+		'editLink'		=> get_edit_post_link( $attachment->ID, true ),
 	);
 
 	if ( $meta && 'image' === $type ) {
@@ -1501,6 +1503,12 @@
 				<# if ( 'image' === data.type && ! data.uploading ) { #>
 					<div class="dimensions">{{ data.width }} &times; {{ data.height }}</div>
 				<# } #>
+				<div class="edit-link">
+					<a class="edit-attachment" href="#"><?php _e( 'Edit' ) ?></a>
+				</div>
+				<div class="delete-link">
+					<a class="delete-attachment" href="#"><?php _e( 'Delete Permanently' ) ?></a>
+				</div>
 			</div>
 			<div class="compat-meta">
 				<# if ( data.compat && data.compat.meta ) { #>