diff --git a/deepinfer/distributed/shm_broadcast.py b/deepinfer/distributed/shm_broadcast.py
index 4852391..75de71f 100644
--- a/deepinfer/distributed/shm_broadcast.py
+++ b/deepinfer/distributed/shm_broadcast.py
@@ -1,6 +1,7 @@
 # SPDX-License-Identifier: Apache-2.0
 # Derived from vLLM; modified by DeepSeek.
 
+import io
 import os
 import pickle
 import time
@@ -389,7 +390,12 @@ class MessageQueue:
     def enqueue(self, obj: Any, timeout: float | None = None) -> None:
         """Write to message queue with optional timeout (in seconds)"""
         assert self._is_writer, "Only writers can enqueue"
-        serialized_obj = pickle.dumps(obj, protocol=pickle.HIGHEST_PROTOCOL)
+        # Pickle is required here to transport arbitrary Python/torch objects
+        # (tensor metadata, dataclasses, etc.) between the trusted worker
+        # processes of the same distributed job over a local shared-memory
+        # ring buffer / loopback socket; the payload never comes from an
+        # external or untrusted source, so unpickling it is safe here.
+        serialized_obj = pickle.dumps(obj, protocol=pickle.HIGHEST_PROTOCOL)  # nosec B301
         if self.n_local_reader > 0:
             # first byte of the chunk is the overflow flag; the payload is stored
             # inline if it fits, otherwise it is sent through the local socket