diff --git a/superset/connectors/sqla/models.py b/superset/connectors/sqla/models.py
index 601a69ddb63dd..667c9d4a3ee7b 100644
--- a/superset/connectors/sqla/models.py
+++ b/superset/connectors/sqla/models.py
@@ -1454,6 +1454,10 @@ def has_extra_cache_key_calls(self, query_obj: QueryObjectDict) -> bool:
             templatable_statements.append(extras["where"])
         if "having" in extras:
             templatable_statements.append(extras["having"])
+        if config["ENABLE_ROW_LEVEL_SECURITY"] and self.is_rls_supported:
+            templatable_statements += [
+                f.clause for f in security_manager.get_rls_filters(self)
+            ]
         for statement in templatable_statements:
             if ExtraCache.regex.search(statement):
                 return True