diff --git a/patrole_tempest_plugin/tests/api/compute/test_tenant_networks_rbac.py b/patrole_tempest_plugin/tests/api/compute/test_tenant_networks_rbac.py
new file mode 100644
index 0000000..1bb5100
--- /dev/null
+++ b/patrole_tempest_plugin/tests/api/compute/test_tenant_networks_rbac.py
@@ -0,0 +1,65 @@
+#    Copyright 2017 AT&T Corporation.
+#    All Rights Reserved.
+#
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+
+from oslo_config import cfg
+
+from tempest.lib import decorators
+from tempest import test
+
+from patrole_tempest_plugin import rbac_rule_validation
+from patrole_tempest_plugin.rbac_utils import rbac_utils
+from patrole_tempest_plugin.tests.api.compute import rbac_base
+
+CONF = cfg.CONF
+
+
+class TenantNetworksRbacTest(rbac_base.BaseV2ComputeRbacTest):
+
+    # Tests will fail with a 404 starting from microversion 2.36, according to:
+    # https://developer.openstack.org/api-ref/
+    # compute/?expanded=list-project-networks-detail
+    max_microversion = '2.35'
+
+    @classmethod
+    def setup_clients(cls):
+        super(TenantNetworksRbacTest, cls).setup_clients()
+        cls.client = cls.os.tenant_networks_client
+
+    @classmethod
+    def skip_checks(cls):
+        super(TenantNetworksRbacTest, cls).skip_checks()
+        if not test.is_extension_enabled('os-tenant-networks', 'compute'):
+            msg = "os-tenant-networks extension not enabled."
+            raise cls.skipException(msg)
+        if not CONF.service_available.neutron:
+            raise cls.skipException(
+                '%s skipped as Neutron is required' % cls.__name__)
+
+    @classmethod
+    def setup_credentials(cls):
+        cls.set_network_resources(network=True)
+        super(TenantNetworksRbacTest, cls).setup_credentials()
+
+    def tearDown(self):
+        rbac_utils.switch_role(self, switchToRbacRole=False)
+        super(TenantNetworksRbacTest, self).tearDown()
+
+    @decorators.idempotent_id('42b39ba1-14aa-4799-9518-34367d0da67a')
+    @rbac_rule_validation.action(
+        service="nova",
+        rule="os_compute_api:os-tenant-networks")
+    def test_list_show_tenant_networks(self):
+        rbac_utils.switch_role(self, switchToRbacRole=True)
+        self.client.list_tenant_networks()['networks']