diff --git a/README.md b/README.md
index 19b6ca0..e64b817 100644
--- a/README.md
+++ b/README.md
@@ -52,4 +52,4 @@ command as if you were running it in a local shell.
 If you'd like to contribute to this project, there is a sample docker-compose file
 using dummy containers in `test`.
 
-You can deploy it using `docker-compose -f test/docker-compose.yml up -d`
+You can deploy it using `docker-compose -f test/docker-compose.yml up -d`.
diff --git a/docker-net-graph.py b/docker-net-graph.py
index 77a04e9..44cabc9 100755
--- a/docker-net-graph.py
+++ b/docker-net-graph.py
@@ -28,6 +28,7 @@ class Network:
 class Interface:
     endpoint_id: str
     address: str
+    aliases: typing.List[str]
 
 
 @dataclass
@@ -103,7 +104,14 @@ def get_containers(client: docker.DockerClient, verbose: bool) -> (typing.List[C
         for net_name, net_info in container.attrs["NetworkSettings"]["Networks"].items():
             endpoint_id = net_info["EndpointID"]
 
-            interfaces.append(Interface(endpoint_id, net_info['IPAddress']))
+            aliases = []
+            if net_info["Aliases"]:
+                for alias in net_info["Aliases"]:
+                    # The aliases always contain the shortened container id and container name
+                    if alias != container.id[:12] and alias != container.name:
+                        aliases.append(alias)
+
+            interfaces.append(Interface(endpoint_id, net_info['IPAddress'], aliases))
             links.append(Link(container.id, endpoint_id, net_name))
 
         if verbose:
@@ -131,9 +139,18 @@ def draw_network(g: Graph, net: Network):
 
 
 def draw_container(g: Graph, c: Container):
-    iface_labels = [f"<{iface.endpoint_id}> {iface.address}" for iface in c.interfaces]
+    iface_labels = []
 
-    label = f"{{ {c.name} | {{ {'|'.join(iface_labels)} }} }}"
+    for iface in c.interfaces:
+        iface_label = "{"
+
+        for alias in iface.aliases:
+            iface_label += f" {alias} |"
+
+        iface_label += f"<{iface.endpoint_id}> {iface.address} }}"
+        iface_labels.append(iface_label)
+
+    label = f"{{ {c.name} | {{ {' | '.join(iface_labels)} }} }}"
 
     g.node(f"container_{c.container_id}",
            shape="record",
diff --git a/test/docker-compose.yml b/test/docker-compose.yml
index 108e4e1..b555eba 100644
--- a/test/docker-compose.yml
+++ b/test/docker-compose.yml
@@ -11,8 +11,10 @@ services:
       container_name: service_2
       image: leoverto/dummy-image
       networks:
-        - network_b
-        - network_c
+        network_b:
+        network_c:
+          aliases:
+            - "s2.netc"
     service_3:
       container_name: service_3
       image: leoverto/dummy-image