diff --git a/backend/onyx/connectors/confluence/connector.py b/backend/onyx/connectors/confluence/connector.py
index a067dc4a204e..3eab6bf78b13 100644
--- a/backend/onyx/connectors/confluence/connector.py
+++ b/backend/onyx/connectors/confluence/connector.py
@@ -232,20 +232,29 @@ class ConfluenceConnector(LoadConnector, PollConnector, SlimConnector):
         }
 
         # Get labels
-        label_dicts = confluence_object["metadata"]["labels"]["results"]
-        page_labels = [label["name"] for label in label_dicts]
+        label_dicts = (
+            confluence_object.get("metadata", {}).get("labels", {}).get("results", [])
+        )
+        page_labels = [label.get("name") for label in label_dicts if label.get("name")]
         if page_labels:
             doc_metadata["labels"] = page_labels
 
         # Get last modified and author email
-        last_modified = datetime_from_string(confluence_object["version"]["when"])
-        author_email = confluence_object["version"].get("by", {}).get("email")
+        version_dict = confluence_object.get("version", {})
+        last_modified = (
+            datetime_from_string(version_dict.get("when"))
+            if version_dict.get("when")
+            else None
+        )
+        author_email = version_dict.get("by", {}).get("email")
+
+        title = confluence_object.get("title", "Untitled Document")
 
         return Document(
             id=object_url,
             sections=[Section(link=object_url, text=object_text)],
             source=DocumentSource.CONFLUENCE,
-            semantic_identifier=confluence_object["title"],
+            semantic_identifier=title,
             doc_updated_at=last_modified,
             primary_owners=(
                 [BasicExpertInfo(email=author_email)] if author_email else None