diff --git a/apps/emqx_resource/src/emqx_resource_manager.erl b/apps/emqx_resource/src/emqx_resource_manager.erl
index f42d3c1b5..cd858bda3 100644
--- a/apps/emqx_resource/src/emqx_resource_manager.erl
+++ b/apps/emqx_resource/src/emqx_resource_manager.erl
@@ -387,7 +387,7 @@ handle_event(EventType, EventData, State, Data) ->
             event_type => EventType,
             event_data => EventData,
             state => State,
-            data => Data
+            data => emqx_utils:redact(Data)
         }
     ),
     keep_state_and_data.
@@ -397,15 +397,15 @@ log_state_consistency(State, #data{status = State} = Data) ->
 log_state_consistency(State, Data) ->
     ?tp(warning, "inconsistent_state", #{
         state => State,
-        data => Data
+        data => emqx_utils:redact(Data)
     }).
 
 log_cache_consistency(Data, Data) ->
     ok;
 log_cache_consistency(DataCached, Data) ->
     ?tp(warning, "inconsistent_cache", #{
-        cache => DataCached,
-        data => Data
+        cache => emqx_utils:redact(DataCached),
+        data => emqx_utils:redact(Data)
     }).
 
 %%------------------------------------------------------------------------------
diff --git a/changes/ce/perf-10511.en.md b/changes/ce/perf-10511.en.md
new file mode 100644
index 000000000..953ecf693
--- /dev/null
+++ b/changes/ce/perf-10511.en.md
@@ -0,0 +1 @@
+Improve the security and privacy of some resource logs by masking sensitive information in the data.