diff --git a/projects/freerdp/Dockerfile b/projects/freerdp/Dockerfile
index b52803374..4c0a0649a 100644
--- a/projects/freerdp/Dockerfile
+++ b/projects/freerdp/Dockerfile
@@ -17,19 +17,15 @@
 FROM gcr.io/oss-fuzz-base/base-builder
 
 # See https://github.com/FreeRDP/FreeRDP/wiki/Compilation
-RUN apt-get update && apt-get install -y \
-	build-essential git-core cmake ninja-build pkg-config zlib1g-dev ccache \
-	libx11-dev libxext-dev libxinerama-dev libxcursor-dev libxkbfile-dev \
-	libxv-dev libxi-dev libxdamage-dev libxrender-dev libxrandr-dev \
-	libssl-dev libasound2-dev libcups2-dev libpulse-dev libcairo2-dev \
-	libavutil-dev libavcodec-dev libusb-1.0-0-dev libicu-dev \
-	libpkcs11-helper1-dev libpkcs11-helper1 libsdl2-ttf-dev \
-	libwayland-dev libpam0g-dev libxcb-damage0-dev ccache libxtst-dev \
-	libfuse-dev libsystemd-dev libsoxr-dev libsdl2-dev docbook-xsl \
-	libkrb5-dev krb5-multidev libcjson-dev libswscale-dev libswresample-dev \
-	libpcsclite-dev xsltproc libsdl2-dev
+# Install Git and base dependences.
+RUN apt-get update && apt-get install -y devscripts equivs \
+	build-essential git-core cmake ninja-build pkg-config ccache
 
 RUN git clone --depth 1 https://github.com/FreeRDP/FreeRDP.git
 
 WORKDIR FreeRDP
+
+# Install all dependencies required by the nightly package.
+RUN mk-build-deps --install --tool 'apt-get --yes --no-remove --no-install-recommends' packaging/deb/freerdp-nightly/control
+
 COPY build.sh $SRC/
diff --git a/projects/freerdp/build.sh b/projects/freerdp/build.sh
index dc56d402e..ab5d683b2 100755
--- a/projects/freerdp/build.sh
+++ b/projects/freerdp/build.sh
@@ -34,20 +34,6 @@ esac
 : ${LDFLAGS:="${CXXFLAGS}"}  # to make sure we link with sanitizer runtime
 
 cmake_args=(
-    # Specific to FreeRDP.
-    -DWITH_SAMPLE=OFF
-    -DWITH_SERVER=ON
-    -DWITH_PROXY=OFF
-    -DWITH_SHADOW=OFF
-    -DWITH_CLIENT=OFF
-    -DWITH_ALSA=OFF
-    -DWITH_X11=OFF
-    -DWITH_LIBSYSTEMD=OFF
-    -DWITH_FUSE=OFF
-    -DWITH_AAD=OFF
-    -DWITH_FFMPEG=OFF
-    -DWITH_SWSCALE=OFF
-
     # clang-15 segfaults on linking binaries when LTO is enabled,
     # see https://github.com/google/oss-fuzz/pull/10448#issuecomment-1578160436
     -DCMAKE_INTERPROCEDURAL_OPTIMIZATION=OFF
@@ -56,9 +42,6 @@ cmake_args=(
 
     -DCMAKE_BUILD_TYPE=Debug
     -DBUILD_SHARED_LIBS=OFF
-    -DOSS_FUZZ=ON
-    -DBUILD_FUZZERS=ON
-    -DBUILD_TESTING=ON
 
     # C compiler
     -DCMAKE_C_COMPILER="${CC}"
@@ -77,7 +60,7 @@ cmake_args=(
 
 # Build the project and fuzzers.
 rm -rf build
-cmake "${cmake_args[@]}" -S . -B build -G Ninja
+cmake "${cmake_args[@]}" -S . -B build -G Ninja -C ci/cmake-preloads/config-oss-fuzz.cmake
 cmake --build build --parallel --target fuzzers
 
 for f in $(find build/Testing/ -name 'TestFuzz*' -type f);
diff --git a/projects/freerdp/project.yaml b/projects/freerdp/project.yaml
index 437e62abf..76fd8710a 100644
--- a/projects/freerdp/project.yaml
+++ b/projects/freerdp/project.yaml
@@ -13,5 +13,6 @@ fuzzing_engines:
   - libfuzzer
 sanitizers:
   - address
+  - undefined
 architectures:
   - x86_64