diff --git a/etc/api-paste.ini b/etc/api-paste.ini
index 4884fe382c8..5902651634c 100644
--- a/etc/api-paste.ini
+++ b/etc/api-paste.ini
@@ -17,9 +17,6 @@ paste.filter_factory = oslo_middleware:CatchErrors.factory
 [filter:cors]
 paste.filter_factory = oslo_middleware.cors:filter_factory
 oslo_config_project = neutron
-latent_allow_headers = X-Auth-Token, X-Identity-Status, X-Roles, X-Service-Catalog, X-User-Id, X-Tenant-Id, X-OpenStack-Request-ID
-latent_expose_headers = X-Auth-Token, X-Subject-Token, X-Service-Token, X-OpenStack-Request-ID
-latent_allow_methods = GET, PUT, POST, DELETE, PATCH
 
 [filter:keystonecontext]
 paste.filter_factory = neutron.auth:NeutronKeystoneContext.factory
diff --git a/neutron/common/config.py b/neutron/common/config.py
index c92106cd63e..aebda628317 100644
--- a/neutron/common/config.py
+++ b/neutron/common/config.py
@@ -24,6 +24,7 @@ from oslo_config import cfg
 from oslo_db import options as db_options
 from oslo_log import log as logging
 import oslo_messaging
+from oslo_middleware import cors
 from oslo_service import wsgi
 
 from neutron._i18n import _, _LI
@@ -260,6 +261,7 @@ def reset_service():
     # Note that this is called only in case a service is running in
     # daemon mode.
     setup_logging()
+    set_config_defaults()
     policy.refresh()
 
 
@@ -271,3 +273,33 @@ def load_paste_app(app_name):
     loader = wsgi.Loader(cfg.CONF)
     app = loader.load_app(app_name)
     return app
+
+
+def set_config_defaults():
+    """This method updates all configuration default values."""
+    set_cors_middleware_defaults()
+
+
+def set_cors_middleware_defaults():
+    """Update default configuration options for oslo.middleware."""
+    # CORS Defaults
+    # TODO(krotscheck): Update with https://review.openstack.org/#/c/285368/
+    cfg.set_defaults(cors.CORS_OPTS,
+                     allow_headers=['X-Auth-Token',
+                                    'X-Identity-Status',
+                                    'X-Roles',
+                                    'X-Service-Catalog',
+                                    'X-User-Id',
+                                    'X-Tenant-Id',
+                                    'X-OpenStack-Request-ID'],
+                     expose_headers=['X-Auth-Token',
+                                     'X-Subject-Token',
+                                     'X-Service-Token',
+                                     'X-OpenStack-Request-ID',
+                                     'OpenStack-Volume-microversion'],
+                     allow_methods=['GET',
+                                    'PUT',
+                                    'POST',
+                                    'DELETE',
+                                    'PATCH']
+                     )
diff --git a/neutron/server/__init__.py b/neutron/server/__init__.py
index 32ebdf2fad6..312a65c4d3d 100644
--- a/neutron/server/__init__.py
+++ b/neutron/server/__init__.py
@@ -28,6 +28,7 @@ def boot_server(server_func):
     # the configuration will be read into the cfg.CONF global data structure
     config.init(sys.argv[1:])
     config.setup_logging()
+    config.set_config_defaults()
     if not cfg.CONF.config_file:
         sys.exit(_("ERROR: Unable to find configuration file via the default"
                    " search paths (~/.neutron/, ~/, /etc/neutron/, /etc/) and"
diff --git a/setup.cfg b/setup.cfg
index e1d262a2003..8f3ebf225b6 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -147,6 +147,8 @@ oslo.config.opts =
     neutron.ml2.sriov.agent = neutron.opts:list_sriov_agent_opts
     neutron.qos = neutron.opts:list_qos_opts
     nova.auth = neutron.opts:list_auth_opts
+oslo.config.opts.defaults =
+    oslo.middleware.cors = neutron.common.config:set_cors_middleware_defaults
 neutron.db.alembic_migrations =
     neutron = neutron.db.migration:alembic_migrations
 neutron.interface_drivers =