diff --git a/sdk/ml/azure-ai-ml/CHANGELOG.md b/sdk/ml/azure-ai-ml/CHANGELOG.md
index 948d478b446b..e19534fa451b 100644
--- a/sdk/ml/azure-ai-ml/CHANGELOG.md
+++ b/sdk/ml/azure-ai-ml/CHANGELOG.md
@@ -6,6 +6,8 @@
 
 ### Bugs Fixed
 
+- Skip _list_secrets for identity-based datastores to prevent noisy telemetry traces.
+
 ### Other Changes
 
 
diff --git a/sdk/ml/azure-ai-ml/azure/ai/ml/_artifacts/_artifact_utilities.py b/sdk/ml/azure-ai-ml/azure/ai/ml/_artifacts/_artifact_utilities.py
index c225a73e0d86..77fc69879521 100644
--- a/sdk/ml/azure-ai-ml/azure/ai/ml/_artifacts/_artifact_utilities.py
+++ b/sdk/ml/azure-ai-ml/azure/ai/ml/_artifacts/_artifact_utilities.py
@@ -42,6 +42,7 @@
 from azure.ai.ml.constants._common import SHORT_URI_FORMAT, STORAGE_ACCOUNT_URLS
 from azure.ai.ml.entities import Environment
 from azure.ai.ml.entities._assets._artifacts.artifact import Artifact, ArtifactStorageInfo
+from azure.ai.ml.entities._credentials import AadCredentialConfiguration, NoneCredentialConfiguration
 from azure.ai.ml.entities._datastore._constants import WORKSPACE_BLOB_STORE
 from azure.ai.ml.exceptions import ErrorTarget, MlException, ValidationException
 from azure.ai.ml.operations._datastore_operations import DatastoreOperations
@@ -106,8 +107,12 @@ def get_datastore_info(
     )
 
     try:
-        credential = operations._list_secrets(name=name, expirable_secret=True)
-        datastore_info["credential"] = credential.sas_token
+        if isinstance(datastore.credentials, (NoneCredentialConfiguration, AadCredentialConfiguration)):
+            module_logger.debug("Identity-based datastore detected. Skipping _list_secrets call")
+            datastore_info["credential"] = operations._credential
+        else:
+            credential = operations._list_secrets(name=name, expirable_secret=True)
+            datastore_info["credential"] = credential.sas_token
     except HttpResponseError:
         datastore_info["credential"] = operations._credential