diff --git a/utils/Makefile b/utils/Makefile
index c72d5a774..2a9893cc3 100644
--- a/utils/Makefile
+++ b/utils/Makefile
@@ -72,7 +72,7 @@ clean: _clean
 	$(MAKE) -C vim clean
 	rm -rf staging/ build/
 	rm -f apparmor/*.pyc
-	rm -rf test/__pycache__/
+	rm -rf test/__pycache__/ apparmor/__pycache__/
 
 # ${CAPABILITIES} is defined in common/Make.rules
 .PHONY: check_severity_db