diff --git a/elasticsearch/transport.py b/elasticsearch/transport.py
index fa494fb76..70715f27e 100644
--- a/elasticsearch/transport.py
+++ b/elasticsearch/transport.py
@@ -219,8 +219,8 @@ def _get_host_info(self, host_info):
         host = {}
         address = host_info.get('http', {}).get('publish_address')
 
-        # malformed address
-        if ':' not in address:
+        # malformed or no address given
+        if not address or ':' not in address:
             return None
 
         host['host'], host['port'] = address.rsplit(':', 1)