diff --git a/components/engine/daemon/container_operations.go b/components/engine/daemon/container_operations.go
index 18d6b8280b..ca6a377fec 100644
--- a/components/engine/daemon/container_operations.go
+++ b/components/engine/daemon/container_operations.go
@@ -793,7 +793,10 @@ func (daemon *Daemon) disconnectFromNetwork(container *container.Container, n li
 
 	if daemon.clusterProvider != nil && n.Info().Dynamic() && !container.Managed {
 		if err := daemon.clusterProvider.DetachNetwork(n.Name(), container.ID); err != nil {
-			logrus.Warnf("error detaching from network %s: %v", n, err)
+			logrus.Warnf("error detaching from network %s: %v", n.Name(), err)
+			if err := daemon.clusterProvider.DetachNetwork(n.ID(), container.ID); err != nil {
+				logrus.Warnf("error detaching from network %s: %v", n.ID(), err)
+			}
 		}
 	}
 
@@ -891,6 +894,9 @@ func (daemon *Daemon) releaseNetwork(container *container.Container) {
 		if daemon.clusterProvider != nil && nw.Info().Dynamic() && !container.Managed {
 			if err := daemon.clusterProvider.DetachNetwork(nw.Name(), container.ID); err != nil {
 				logrus.Warnf("error detaching from network %s: %v", nw.Name(), err)
+				if err := daemon.clusterProvider.DetachNetwork(nw.ID(), container.ID); err != nil {
+					logrus.Warnf("error detaching from network %s: %v", nw.ID(), err)
+				}
 			}
 		}
 
diff --git a/components/engine/integration-cli/docker_cli_swarm_test.go b/components/engine/integration-cli/docker_cli_swarm_test.go
index d4c1e97f3d..ec8bae9fab 100644
--- a/components/engine/integration-cli/docker_cli_swarm_test.go
+++ b/components/engine/integration-cli/docker_cli_swarm_test.go
@@ -295,6 +295,34 @@ func (s *DockerSwarmSuite) TestSwarmContainerEndpointOptions(c *check.C) {
 	c.Assert(err, check.IsNil)
 }
 
+func (s *DockerSwarmSuite) TestSwarmContainerAttachByNetworkId(c *check.C) {
+	d := s.AddDaemon(c, true, true)
+
+	out, err := d.Cmd("network", "create", "--attachable", "-d", "overlay", "testnet")
+	c.Assert(err, checker.IsNil)
+	c.Assert(strings.TrimSpace(out), checker.Not(checker.Equals), "")
+	networkID := strings.TrimSpace(out)
+
+	out, err = d.Cmd("run", "-d", "--net", networkID, "busybox", "top")
+	c.Assert(err, checker.IsNil)
+	cID := strings.TrimSpace(out)
+	d.waitRun(cID)
+
+	_, err = d.Cmd("rm", "-f", cID)
+	c.Assert(err, checker.IsNil)
+
+	out, err = d.Cmd("network", "rm", "testnet")
+	c.Assert(err, checker.IsNil)
+
+	checkNetwork := func(*check.C) (interface{}, check.CommentInterface) {
+		out, err := d.Cmd("network", "ls")
+		c.Assert(err, checker.IsNil)
+		return out, nil
+	}
+
+	waitAndAssert(c, 3*time.Second, checkNetwork, checker.Not(checker.Contains), "testnet")
+}
+
 func (s *DockerSwarmSuite) TestSwarmRemoveInternalNetwork(c *check.C) {
 	d := s.AddDaemon(c, true, true)