diff --git a/Dockerfile b/Dockerfile
index 4f2fc2e..648485e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,6 +1,6 @@
-FROM golang:1.14.1-alpine as build
+FROM golang:1.14.4-alpine as build
 
-RUN apk add --no-cache git=2.24.1-r0
+RUN apk add --no-cache git=2.26.2-r0
 
 COPY ./src /go/src/github.com/homecentr/docker-swarm-local-network-connector
 
@@ -9,24 +9,13 @@ WORKDIR /go/src/github.com/homecentr/docker-swarm-local-network-connector
 RUN go get ./... && \
     go build
 
-FROM homecentr/base:1.1.0 as base
-
-LABEL maintainer="Lukas Holota <me@lholota.com>"
-
-FROM alpine:3.11.5
-
-# Install packages required by base
-RUN apk add --no-cache \
-    shadow=4.7-r1
+FROM homecentr/base:2.4.3-alpine
 
 # Copy S6 overlay
-COPY --from=base / /
 COPY --from=build /go/src/github.com/homecentr/docker-swarm-local-network-connector/docker-swarm-local-network-connector /swarm-local-network-connector
 
 # Copy S6 overlay configuration
 COPY ./fs/ /
 
 # Make the binary executable
-RUN chmod a+x /swarm-local-network-connector
-
-ENTRYPOINT [ "/init" ]
\ No newline at end of file
+RUN chmod a+x /swarm-local-network-connector
\ No newline at end of file