diff --git a/requirements/requirements-optionals.txt b/requirements/requirements-optionals.txt
index 411ca0aab9..3ada43ebd5 100644
--- a/requirements/requirements-optionals.txt
+++ b/requirements/requirements-optionals.txt
@@ -1,4 +1,4 @@
 # Optional packages which may be used with REST framework.
 markdown==2.5.2
-django-guardian==1.2.5
+django-guardian==1.3.0
 django-filter==0.10.0
diff --git a/rest_framework/filters.py b/rest_framework/filters.py
index 36ce00476b..a5e06b574d 100644
--- a/rest_framework/filters.py
+++ b/rest_framework/filters.py
@@ -198,4 +198,7 @@ def filter_queryset(self, request, queryset, view):
             'model_name': get_model_name(model_cls)
         }
         permission = self.perm_format % kwargs
-        return guardian.shortcuts.get_objects_for_user(user, permission, queryset)
+        if guardian.VERSION >= (1, 3):
+            # Maintain behavior compatibility with versions prior to 1.3
+            extra = {'accept_global_perms': False}
+        return guardian.shortcuts.get_objects_for_user(user, permission, queryset, **extra)