diff --git a/docker/Dockerfile b/docker/Dockerfile
index 2139c00d27..330901a776 100644
--- a/docker/Dockerfile
+++ b/docker/Dockerfile
@@ -5,12 +5,12 @@
 # One of "docker", "hassio"
 ARG BASEIMGTYPE=docker
 
-FROM ghcr.io/hassio-addons/debian-base/amd64:5.1.1 AS base-hassio-amd64
-FROM ghcr.io/hassio-addons/debian-base/aarch64:5.1.1 AS base-hassio-arm64
-FROM ghcr.io/hassio-addons/debian-base/armv7:5.1.1 AS base-hassio-armv7
-FROM debian:bullseye-20211011-slim AS base-docker-amd64
-FROM debian:bullseye-20211011-slim AS base-docker-arm64
-FROM debian:bullseye-20211011-slim AS base-docker-armv7
+FROM ghcr.io/hassio-addons/debian-base/amd64:5.2.3 AS base-hassio-amd64
+FROM ghcr.io/hassio-addons/debian-base/aarch64:5.2.3 AS base-hassio-arm64
+FROM ghcr.io/hassio-addons/debian-base/armv7:5.2.3 AS base-hassio-armv7
+FROM debian:bullseye-20211220-slim AS base-docker-amd64
+FROM debian:bullseye-20211220-slim AS base-docker-arm64
+FROM debian:bullseye-20211220-slim AS base-docker-armv7
 
 # Use TARGETARCH/TARGETVARIANT defined by docker
 # https://docs.docker.com/engine/reference/builder/#automatic-platform-args-in-the-global-scope
@@ -42,7 +42,7 @@ ENV \
 RUN \
     # Ubuntu python3-pip is missing wheel
     pip3 install --no-cache-dir \
-        wheel==0.36.2 \
+        wheel==0.37.1 \
         platformio==5.2.4 \
     # Change some platformio settings
     && platformio settings set enable_telemetry No \