diff --git a/pymobiledevice3/cli/restore.py b/pymobiledevice3/cli/restore.py
index 62c1f9fa..13e126fa 100644
--- a/pymobiledevice3/cli/restore.py
+++ b/pymobiledevice3/cli/restore.py
@@ -11,7 +11,7 @@
 
 from pymobiledevice3 import usbmux
 from pymobiledevice3.cli.cli_common import print_json, set_verbosity
-from pymobiledevice3.exceptions import ConnectionFailedError, IncorrectModeError
+from pymobiledevice3.exceptions import ConnectionFailedError, ConnectionFailedToUsbmuxdError, IncorrectModeError
 from pymobiledevice3.irecv import IRecv
 from pymobiledevice3.lockdown import LockdownClient, create_using_usbmux
 from pymobiledevice3.restore.device import Device
@@ -44,16 +44,20 @@ def device(ctx, param, value):
 
         ecid = value
         logger.debug('searching among connected devices via lockdownd')
-        for device in usbmux.list_devices():
-            try:
-                lockdown = create_using_usbmux(serial=device.serial, connection_type='USB')
-            except (ConnectionFailedError, IncorrectModeError):
-                continue
-            if (ecid is None) or (lockdown.ecid == value):
-                logger.debug('found device')
-                return lockdown
-            else:
-                continue
+        try:
+            for device in usbmux.list_devices():
+                try:
+                    lockdown = create_using_usbmux(serial=device.serial, connection_type='USB')
+                except (ConnectionFailedError, IncorrectModeError):
+                    continue
+                if (ecid is None) or (lockdown.ecid == value):
+                    logger.debug('found device')
+                    return lockdown
+                else:
+                    continue
+        except ConnectionFailedToUsbmuxdError:
+            pass
+
         logger.debug('waiting for device to be available in Recovery mode')
         return IRecv(ecid=ecid)