diff --git a/fastdeploy/inter_communicator/zmq_server.py b/fastdeploy/inter_communicator/zmq_server.py
index 19cddf64928..2b6787864cf 100644
--- a/fastdeploy/inter_communicator/zmq_server.py
+++ b/fastdeploy/inter_communicator/zmq_server.py
@@ -15,6 +15,7 @@
 """
 
 import os
+import pickle
 import threading
 import time
 import traceback
@@ -110,7 +111,11 @@ def recv_json(self, flags: int = 0):
         try:
             # receive from socket
             msg = self.socket.recv(flags=flags)
-            data_dict = self.socket._deserialize(msg, lambda buf: jsonapi.loads(buf))
+            try:
+                data_dict = self.socket._deserialize(msg, lambda buf: jsonapi.loads(buf))
+            except (UnicodeDecodeError, ValueError) as e:
+                llm_logger.warning(f"recv_json decode failed, msg={msg}, err={e}")
+                raise
 
             # collect zmq recv metrics
             _zmq_metrics_stats.msg_bytes_recv_total += len(msg)
@@ -152,7 +157,11 @@ def recv_pyobj(self, flags: int = 0):
         _zmq_metrics_stats = ZMQMetricsStats()
         self._ensure_socket()
         data_bytes = self.socket.recv(flags=flags)
-        envelope = ForkingPickler.loads(data_bytes)
+        try:
+            envelope = ForkingPickler.loads(data_bytes)
+        except (UnicodeDecodeError, ValueError, pickle.UnpicklingError) as e:
+            llm_logger.warning(f"recv_pyobj decode failed, msg={data_bytes}, err={e}")
+            raise
         if isinstance(envelope, dict):
             if "__meta" in envelope and "send_ts" in envelope["__meta"]:
                 _zmq_metrics_stats.msg_recv_total += 1
@@ -539,7 +548,12 @@ def recv_control_cmd(self):
         """
         self._ensure_socket()
         try:
-            client, _, task_data = self.socket.recv_multipart(flags=zmq.NOBLOCK)
+            frames = self.socket.recv_multipart(flags=zmq.NOBLOCK)
+            if len(frames) < 2:
+                llm_logger.warning(f"recv_control_cmd: unexpected frame count {len(frames)}, dropping message")
+                return None
+            client = frames[0]
+            task_data = frames[-1]
             task = msgpack.unpackb(task_data)
             task_id_str = task["task_id"]
         except zmq.Again:
@@ -577,6 +591,8 @@ def close(self):
         llm_logger.info("ZMQ server is closing connection...")
         try:
             if self.socket is not None and not self.socket.closed:
+                if self.address:
+                    self.socket.unbind(self.address)
                 self.socket.close()
             if not self.context.closed:
                 self.context.term()