diff --git a/deluge/core/core.py b/deluge/core/core.py
index 0df829b80..716fdbcc3 100644
--- a/deluge/core/core.py
+++ b/deluge/core/core.py
@@ -412,7 +412,11 @@ class Core(component.Component):
     @export
     def get_torrent_status(self, torrent_id, keys, diff=False):
         # Build the status dictionary
-        status = self.torrentmanager[torrent_id].get_status(keys, diff)
+        try:
+            status = self.torrentmanager[torrent_id].get_status(keys, diff)
+        except KeyError:
+            # Torrent was probaly removed meanwhile
+            return {}
 
         # Get the leftover fields and ask the plugin manager to fill them
         leftover_fields = list(set(keys) - set(status.keys()))