diff --git a/Makefile b/Makefile
index 99b72029e..58d883ac2 100644
--- a/Makefile
+++ b/Makefile
@@ -19,6 +19,7 @@ BUILDMODE_darwin_amd64=-buildmode=pie
 BUILDMODE_darwin_arm64=-buildmode=pie
 
 CROSSBUILD_SUFFIX=main-debian11
+CROSSBUILD_ARM_SUFFIX=base-arm-debian9
 STANDALONE_DOCKERFILE=Dockerfile
 BUILDER_IMAGE=fleet-server-builder:${GO_VERSION}
 
@@ -312,7 +313,7 @@ endif
 
 build-releaser: ## - Build a Docker image to run make package including all build tools
 ifeq ($(shell uname -p),arm)
-	$(eval SUFFIX := arm)
+	$(eval SUFFIX := ${CROSSBUILD_ARM_SUFFIX})
 else
 	$(eval SUFFIX := ${CROSSBUILD_SUFFIX})
 endif