diff --git a/oslotest/mock_fixture.py b/oslotest/mock_fixture.py
index 6596d01..fb9d008 100644
--- a/oslotest/mock_fixture.py
+++ b/oslotest/mock_fixture.py
@@ -157,7 +157,12 @@ class _patch(mock.mock._patch):
                                             isinstance(target, type))
 
             new = super(_patch, self).__enter__()
-            _lazy_autospec_method(new, original_attr, eat_self)
+
+            # NOTE(claudiub): mock.patch.multiple will cause new to be a
+            # dict.
+            mocked_method = (new[self.attribute] if isinstance(new, dict)
+                             else new)
+            _lazy_autospec_method(mocked_method, original_attr, eat_self)
             return new
         else:
             return super(_patch, self).__enter__()
diff --git a/oslotest/tests/unit/test_mock_fixture.py b/oslotest/tests/unit/test_mock_fixture.py
index a574e08..73afe8b 100644
--- a/oslotest/tests/unit/test_mock_fixture.py
+++ b/oslotest/tests/unit/test_mock_fixture.py
@@ -82,6 +82,13 @@ class MockSanityTestCase(testtools.TestCase):
         foo = Foo()
         self._check_autospeced_foo(foo)
 
+    def test_patch_autospec_multiple(self):
+        with mock.patch.multiple(Foo, bar=mock.DEFAULT,
+                                 classic_bar=mock.DEFAULT,
+                                 static_bar=mock.DEFAULT):
+            foo = Foo()
+            self._check_autospeced_foo(foo)
+
     @mock.patch.object(Foo, 'static_bar', autospec=False)
     @mock.patch.object(Foo, 'classic_bar', autospec=False)
     @mock.patch.object(Foo, 'bar', autospec=False)