diff --git a/Dockerfile b/Dockerfile
index d8fd27492..7b71a8927 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,4 +1,4 @@
-FROM jumpserver/python:3.9-slim-buster as stage-build
+FROM python:3.11.4-slim-bullseye as stage-build
 ARG TARGETARCH
 
 ARG VERSION
@@ -8,7 +8,7 @@ WORKDIR /opt/jumpserver
 ADD . .
 RUN cd utils && bash -ixeu build.sh
 
-FROM jumpserver/python:3.9-slim-buster
+FROM python:3.11.4-slim-bullseye
 ARG TARGETARCH
 MAINTAINER JumpServer Team <ibuler@qq.com>