diff --git a/humbug/settings.py b/humbug/settings.py
index 5ca4dc1dcf..a8a2019f70 100644
--- a/humbug/settings.py
+++ b/humbug/settings.py
@@ -250,3 +250,7 @@ if not deployed:
     PASSWORD_HASHERS = (
                 'django.contrib.auth.hashers.SHA1PasswordHasher',
             )
+
+if deployed:
+    # Filter out user data
+    DEFAULT_EXCEPTION_REPORTER_FILTER = 'zephyr.filters.HumbugExceptionReporterFilter'
diff --git a/zephyr/filters.py b/zephyr/filters.py
new file mode 100644
index 0000000000..816ac50df1
--- /dev/null
+++ b/zephyr/filters.py
@@ -0,0 +1,10 @@
+from django.views.debug import SafeExceptionReporterFilter
+
+class HumbugExceptionReporterFilter(SafeExceptionReporterFilter):
+    def get_post_parameters(self, request):
+        filtered_post = SafeExceptionReporterFilter.get_post_parameters(self, request)
+        if 'content' in filtered_post:
+            filtered_post['content'] = '**********'
+        if 'secret' in filtered_post:
+            filtered_post['secret'] = '**********'
+        return filtered_post