diff --git a/Lib/unittest/mock.py b/Lib/unittest/mock.py
index 1a6c1a606c5a257..24a5b74807f43c9 100644
--- a/Lib/unittest/mock.py
+++ b/Lib/unittest/mock.py
@@ -671,12 +671,14 @@ def __dir__(self):
         extras = self._mock_methods or []
         from_type = dir(type(self))
         from_dict = list(self.__dict__)
+        from_child_mocks = [
+            m_name for m_name, m_value in self._mock_children.items()
+            if m_value is not _deleted]
 
         from_type = [e for e in from_type if not e.startswith('_')]
         from_dict = [e for e in from_dict if not e.startswith('_') or
                      _is_magic(e)]
-        return sorted(set(extras + from_type + from_dict +
-                          list(self._mock_children)))
+        return sorted(set(extras + from_type + from_dict + from_child_mocks))
 
 
     def __setattr__(self, name, value):
diff --git a/Lib/unittest/test/testmock/testmock.py b/Lib/unittest/test/testmock/testmock.py
index c7bfa277b511ca9..7102a604785f50a 100644
--- a/Lib/unittest/test/testmock/testmock.py
+++ b/Lib/unittest/test/testmock/testmock.py
@@ -748,6 +748,15 @@ def test_filter_dir(self):
             patcher.stop()
 
 
+    def test_dir_does_not_include_deleted_attributes(self):
+        mock = Mock()
+        mock.child.return_value = 1
+
+        self.assertIn('child', dir(mock))
+        del mock.child
+        self.assertNotIn('child', dir(mock))
+
+
     def test_configure_mock(self):
         mock = Mock(foo='bar')
         self.assertEqual(mock.foo, 'bar')
diff --git a/Misc/NEWS.d/next/Library/2018-10-27-11-54-12.bpo-35082.HDj1nr.rst b/Misc/NEWS.d/next/Library/2018-10-27-11-54-12.bpo-35082.HDj1nr.rst
new file mode 100644
index 000000000000000..45a0729506e3926
--- /dev/null
+++ b/Misc/NEWS.d/next/Library/2018-10-27-11-54-12.bpo-35082.HDj1nr.rst
@@ -0,0 +1,2 @@
+Don't return deleted attributes when calling dir on a
+:class:`unittest.mock.Mock`.