diff --git a/wagtail/contrib/wagtailstyleguide/templates/wagtailstyleguide/base.html b/wagtail/contrib/wagtailstyleguide/templates/wagtailstyleguide/base.html
index 667798c80..716ccc01b 100644
--- a/wagtail/contrib/wagtailstyleguide/templates/wagtailstyleguide/base.html
+++ b/wagtail/contrib/wagtailstyleguide/templates/wagtailstyleguide/base.html
@@ -502,6 +502,7 @@
                 <li class="icon icon-pick">pick</li>
                 <li class="icon icon-redirect">redirect</li>
                 <li class="icon icon-view">view</li>
+                <li class="icon icon-no-view">no-view</li>
                 <li class="icon icon-collapse-up">collapse-up</li>
                 <li class="icon icon-collapse-down">collapse-down</li>
                 <li class="icon icon-help">help</li>
diff --git a/wagtail/wagtailadmin/static/wagtailadmin/scss/components/icons.scss b/wagtail/wagtailadmin/static/wagtailadmin/scss/components/icons.scss
index d3876f714..06a98f42a 100644
--- a/wagtail/wagtailadmin/static/wagtailadmin/scss/components/icons.scss
+++ b/wagtail/wagtailadmin/static/wagtailadmin/scss/components/icons.scss
@@ -220,11 +220,16 @@
 .icon-redirect:before{
     content:"3";
 }
-/* Credit: Icon made by Zurb from Flaticon.com */
+.icon-view:before,
+.icon-no-view:before{
+    vertical-align:-3.5px;
+    font-size:1.3rem; 
+}
 .icon-view:before{
     content:"4"; 
-    vertical-align:-4.5px;
-    font-size:1.3rem;
+}
+.icon-no-view:before{
+    content:"^"; 
 }
 .icon-collapse-down:before{
     content:"5";
diff --git a/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/ancestor_privacy.html b/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/ancestor_privacy.html
index b1471ba25..24e92c33a 100644
--- a/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/ancestor_privacy.html
+++ b/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/ancestor_privacy.html
@@ -1,6 +1,6 @@
 {% load i18n %}
 {% trans "Page privacy" as title_str %}
-{% include "wagtailadmin/shared/header.html" with title=title_str icon="locked" %}
+{% include "wagtailadmin/shared/header.html" with title=title_str icon="no-view" %}
 
 <div class="nice-padding">
     <p>{% trans "This page has been made private by a parent page." %}</p>
diff --git a/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/set_privacy.html b/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/set_privacy.html
index 263908a26..ad4e0f27b 100644
--- a/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/set_privacy.html
+++ b/wagtail/wagtailadmin/templates/wagtailadmin/page_privacy/set_privacy.html
@@ -1,6 +1,6 @@
 {% load i18n %}
 {% trans "Page privacy" as title_str %}
-{% include "wagtailadmin/shared/header.html" with title=title_str icon="locked" %}
+{% include "wagtailadmin/shared/header.html" with title=title_str icon="no-view" %}
 
 <div class="nice-padding">
     <p class="help-block help-warning">{% trans "Privacy changes apply to all children of this page too." %}</p>
diff --git a/wagtail/wagtailadmin/templates/wagtailadmin/pages/_privacy_indicator.html b/wagtail/wagtailadmin/templates/wagtailadmin/pages/_privacy_indicator.html
index 53aa44800..adbad98dd 100644
--- a/wagtail/wagtailadmin/templates/wagtailadmin/pages/_privacy_indicator.html
+++ b/wagtail/wagtailadmin/templates/wagtailadmin/pages/_privacy_indicator.html
@@ -10,14 +10,14 @@
     {% if page_perms.can_set_view_restrictions %}
         <a href="{% url 'wagtailadmin_pages_set_privacy' page.id %}" class="status-tag primary  action-set-privacy">
             {# labels are shown/hidden in CSS according to the 'private' / 'public' class on view-permission-indicator #}
-            <span class="label-public icon icon-unlocked">{% trans 'Public' %}</span>
-            <span class="label-private icon icon-locked">{% trans 'Private' %}</span>
+            <span class="label-public icon icon-view">{% trans 'Public' %}</span>
+            <span class="label-private icon icon-no-view">{% trans 'Private' %}</span>
         </a>
     {% else %}
         {% if is_public %}
-            <span class="label-public status-tag primary icon icon-unlocked ">{% trans 'Public' %}</span>
+            <span class="label-public status-tag primary icon icon-view ">{% trans 'Public' %}</span>
         {% else %}
-            <span class="label-private status-tag primary icon icon-locked">{% trans 'Private' %}</span>
+            <span class="label-private status-tag primary icon icon-no-view">{% trans 'Private' %}</span>
         {% endif %}
     {% endif %}
 </div>
diff --git a/wagtail/wagtailadmin/templates/wagtailadmin/pages/list.html b/wagtail/wagtailadmin/templates/wagtailadmin/pages/list.html
index 698aadeb8..6a41611fe 100644
--- a/wagtail/wagtailadmin/templates/wagtailadmin/pages/list.html
+++ b/wagtail/wagtailadmin/templates/wagtailadmin/pages/list.html
@@ -40,7 +40,7 @@
 
                             {% test_page_is_public parent_page as is_public %}
                             {% if not is_public %}
-                                <span class="privacy-indicator icon icon-locked" title="This page is protected from public view"></span>
+                                <span class="privacy-indicator icon icon-no-view" title="This page is protected from public view"></span>
                             {% endif %}
                         </h2>
                     {% elif choosing %}
@@ -53,7 +53,7 @@
 
                             {% test_page_is_public parent_page as is_public %}
                             {% if not is_public %}
-                                <span class="privacy-indicator icon icon-locked" title="This page is protected from public view"></span>
+                                <span class="privacy-indicator icon icon-no-view" title="This page is protected from public view"></span>
                             {% endif %}
                         </h2>
                     {% else %}
@@ -181,7 +181,7 @@
 
                             {% test_page_is_public page as is_public %}
                             {% if not is_public %}
-                            <span class="privacy-indicator icon icon-locked" title="This page is protected from public view"></span>
+                            <span class="privacy-indicator icon icon-no-view" title="This page is protected from public view"></span>
                             {% endif %}
                         </h2>
                         {% if not moving and not choosing %}
diff --git a/wagtail/wagtailadmin/tests/test_privacy.py b/wagtail/wagtailadmin/tests/test_privacy.py
index 4d80ab27f..6d8382c93 100644
--- a/wagtail/wagtailadmin/tests/test_privacy.py
+++ b/wagtail/wagtailadmin/tests/test_privacy.py
@@ -204,7 +204,7 @@ class TestPrivacyIndicators(TestCase, WagtailTestUtils):
         self.assertEqual(response.status_code, 200)
 
         # Must have one privacy icon (next to the private page)
-        self.assertContains(response, "<span class=\"privacy-indicator icon icon-locked\"", count=1)
+        self.assertContains(response, "<span class=\"privacy-indicator icon icon-no-view\"", count=1)
 
     def test_explorer_list_private(self):
         """
@@ -216,7 +216,7 @@ class TestPrivacyIndicators(TestCase, WagtailTestUtils):
         self.assertEqual(response.status_code, 200)
 
         # Must have one privacy icon (next to the private child page)
-        self.assertContains(response, "<span class=\"privacy-indicator icon icon-locked\"", count=1)
+        self.assertContains(response, "<span class=\"privacy-indicator icon icon-no-view\"", count=1)
 
     def test_edit_public(self):
         """