diff --git a/Dockerfile b/Dockerfile
index 757cadd25..554435a4b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -6,13 +6,13 @@ ENV LANG=C.UTF-8
 ENV LC_ALL=C.UTF-8
 ENV LC_CTYPE=C.UTF-8
 ENV DEBIAN_FRONTEND=noninteractive
-RUN apt-get update && apt-get install -y software-properties-common wget && add-apt-repository -y ppa:mhier/libboost-latest
 
 # Install the packages needed for building the binaries (this is a separate
 # stage to keep the final image small).
 FROM base AS builder
 ARG TARGETPLATFORM
 ENV DEBIAN_FRONTEND=noninteractive
+RUN apt-get update && apt-get install -y wget
 RUN wget https://apt.kitware.com/kitware-archive.sh && chmod +x kitware-archive.sh && ./kitware-archive.sh
 RUN apt-get update && apt-get install -y build-essential cmake libicu-dev tzdata pkg-config uuid-runtime uuid-dev git libjemalloc-dev ninja-build libzstd-dev libssl-dev libboost1.83-dev libboost-program-options1.83-dev libboost-iostreams1.83-dev libboost-url1.83-dev
 
@@ -42,7 +42,7 @@ RUN if [ $TARGETPLATFORM = "linux/arm64" ] ; then echo "Skipping tests for ARM64
 FROM base AS runtime
 WORKDIR /qlever
 ENV DEBIAN_FRONTEND=noninteractive
-RUN apt-get update && apt-get install -y wget python3-yaml unzip curl bzip2 pkg-config libicu-dev python3-icu libgomp1 uuid-runtime make lbzip2 libjemalloc-dev libzstd-dev libssl-dev libboost1.83-dev libboost-program-options1.83-dev libboost-iostreams1.83-dev libboost-url1.83-dev pipx bash-completion vim sudo && rm -rf /var/lib/apt/lists/*
+RUN apt-get update && apt-get install -y wget python3-yaml unzip curl bzip2 pkg-config libicu74 python3-icu libgomp1 uuid-runtime make lbzip2 libjemalloc2 libzstd1 libboost-program-options1.83.0 libboost-iostreams1.83.0 libboost-url1.83.0 pipx bash-completion vim sudo && rm -rf /var/lib/apt/lists/*
 
 # Set up user `qlever` with temporary sudo rights (which will be removed again
 # by the `docker-entrypoint.sh` script, see there).