diff --git a/compose/service.py b/compose/service.py
index 8afc59c18..ebe7978c3 100644
--- a/compose/service.py
+++ b/compose/service.py
@@ -430,10 +430,12 @@ class Service(object):
         return container
 
     def connect_container_to_networks(self, container):
+        one_off = (container.labels.get(LABEL_ONE_OFF) == "True")
+
         for network in self.networks:
             self.client.connect_container_to_network(
                 container.id, network,
-                aliases=[self.name],
+                aliases=self._get_aliases(one_off=one_off),
                 links=self._get_links(False),
             )
 
@@ -505,6 +507,12 @@ class Service(object):
         numbers = [c.number for c in containers]
         return 1 if not numbers else max(numbers) + 1
 
+    def _get_aliases(self, one_off):
+        if one_off:
+            return []
+
+        return [self.name]
+
     def _get_links(self, link_to_self):
         links = {}
 
@@ -610,7 +618,8 @@ class Service(object):
             override_options,
             one_off=one_off)
 
-        container_options['networking_config'] = self._get_container_networking_config()
+        container_options['networking_config'] = self._get_container_networking_config(
+            one_off=one_off)
 
         return container_options
 
@@ -646,10 +655,10 @@ class Service(object):
             cpu_quota=options.get('cpu_quota'),
         )
 
-    def _get_container_networking_config(self):
+    def _get_container_networking_config(self, one_off=False):
         return self.client.create_networking_config({
             network_name: self.client.create_endpoint_config(
-                aliases=[self.name],
+                aliases=self._get_aliases(one_off=one_off),
                 links=self._get_links(False),
             )
             for network_name in self.networks
diff --git a/tests/acceptance/cli_test.py b/tests/acceptance/cli_test.py
index 1806e7076..6ae04ee5d 100644
--- a/tests/acceptance/cli_test.py
+++ b/tests/acceptance/cli_test.py
@@ -903,14 +903,47 @@ class CLITestCase(DockerClientTestCase):
         self.assertEqual(container.name, name)
 
     @v2_only()
-    def test_run_with_networking(self):
-        self.base_dir = 'tests/fixtures/v2-simple'
-        self.dispatch(['run', 'simple', 'true'], None)
-        service = self.project.get_service('simple')
-        container, = service.containers(stopped=True, one_off=True)
-        networks = self.client.networks(names=[self.project.default_network.full_name])
-        self.assertEqual(len(networks), 1)
-        self.assertEqual(container.human_readable_command, u'true')
+    def test_run_interactive_connects_to_network(self):
+        self.base_dir = 'tests/fixtures/networks'
+
+        self.dispatch(['up', '-d'])
+        self.dispatch(['run', 'app', 'nslookup', 'app'])
+        self.dispatch(['run', 'app', 'nslookup', 'db'])
+
+        containers = self.project.get_service('app').containers(
+            stopped=True, one_off=True)
+        assert len(containers) == 2
+
+        for container in containers:
+            networks = container.get('NetworkSettings.Networks')
+
+            assert sorted(list(networks)) == [
+                '{}_{}'.format(self.project.name, name)
+                for name in ['back', 'front']
+            ]
+
+            for _, config in networks.items():
+                assert not config['Aliases']
+
+    @v2_only()
+    def test_run_detached_connects_to_network(self):
+        self.base_dir = 'tests/fixtures/networks'
+        self.dispatch(['up', '-d'])
+        self.dispatch(['run', '-d', 'app', 'top'])
+
+        container = self.project.get_service('app').containers(one_off=True)[0]
+        networks = container.get('NetworkSettings.Networks')
+
+        assert sorted(list(networks)) == [
+            '{}_{}'.format(self.project.name, name)
+            for name in ['back', 'front']
+        ]
+
+        for _, config in networks.items():
+            assert not config['Aliases']
+
+        assert self.lookup(container, 'app')
+        assert self.lookup(container, 'db')
 
     def test_run_handles_sigint(self):
         proc = start_process(self.base_dir, ['run', '-T', 'simple', 'top'])