diff --git a/projects/dlplibs/Dockerfile b/projects/dlplibs/Dockerfile
index f9f339d68..9f20fb1c4 100644
--- a/projects/dlplibs/Dockerfile
+++ b/projects/dlplibs/Dockerfile
@@ -19,8 +19,9 @@ MAINTAINER dtardon@redhat.com
 # install build requirements
 RUN apt-get update
 RUN apt-get build-dep -y \
-    libmspub librevenge libcdr libvisio libpagemaker libfreehand
-RUN apt-get install -y liblzma-dev libpng-dev
+    libmspub librevenge libcdr libvisio libpagemaker libfreehand libwpd \
+    libwpg
+RUN apt-get install -y liblzma-dev libpng-dev wget
 ADD https://dev-www.libreoffice.org/src/lcms2-2.8.tar.gz $SRC/
 # download fuzzing corpora
 ADD https://dev-www.libreoffice.org/corpus/olefuzzer_seed_corpus.zip \
@@ -32,6 +33,10 @@ ADD https://dev-www.libreoffice.org/corpus/olefuzzer_seed_corpus.zip \
     https://dev-www.libreoffice.org/corpus/pmdfuzzer_seed_corpus.zip \
     https://dev-www.libreoffice.org/corpus/fhfuzzer_seed_corpus.zip \
     $SRC/
+RUN wget \
+    https://sourceforge.net/projects/libwpd/files/corpus/wpdfuzzer_seed_corpus.zip \
+    https://sourceforge.net/projects/libwpg/files/corpus/wpgfuzzer_seed_corpus.zip \
+    -P $SRC
 # clone sources
 RUN git clone --depth 1 git://git.code.sf.net/p/libwpd/librevenge
 RUN git clone --depth 1 git://gerrit.libreoffice.org/libmspub
@@ -40,5 +45,7 @@ RUN git clone --depth 1 git://gerrit.libreoffice.org/libvisio
 RUN git clone --depth 1 git://gerrit.libreoffice.org/libzmf
 RUN git clone --depth 1 git://gerrit.libreoffice.org/libpagemaker
 RUN git clone --depth 1 git://gerrit.libreoffice.org/libfreehand
+RUN git clone --depth 1 git://git.code.sf.net/p/libwpd/code libwpd
+RUN git clone --depth 1 git://git.code.sf.net/p/libwpg/code libwpg
 WORKDIR $SRC
 COPY build.sh $SRC/
diff --git a/projects/dlplibs/build.sh b/projects/dlplibs/build.sh
index e668f09bc..d689bce82 100755
--- a/projects/dlplibs/build.sh
+++ b/projects/dlplibs/build.sh
@@ -105,5 +105,26 @@ pushd libfreehand
 make -j$(nproc)
 popd
 
+pushd libwpd
+./autogen.sh
+./configure --without-docs --disable-shared --enable-static --disable-tools --enable-fuzzers \
+    REVENGE_CFLAGS=-I$rvnginc REVENGE_LIBS="-L$rvnglib -lrevenge-0.0" \
+    REVENGE_STREAM_CFLAGS=-I$rvnginc REVENGE_STREAM_LIBS="-L$rvnglib -lrevenge-stream-0.0" \
+    REVENGE_GENERATORS_CFLAGS=-I$rvnginc REVENGE_GENERATORS_LIBS="-L$rvnglib -lrevenge-generators-0.0"
+make -j$(nproc)
+wpdinc=$(pwd)/inc
+wpdlib=$(pwd)/src/lib
+popd
+
+pushd libwpg
+./autogen.sh
+./configure --without-docs --disable-shared --enable-static --disable-tools --enable-fuzzers \
+    WPD_CFLAGS=-I$wpdinc WPD_LIBS="-L$wpdlib -lwpd-0.10" \
+    REVENGE_CFLAGS=-I$rvnginc REVENGE_LIBS="-L$rvnglib -lrevenge-0.0" \
+    REVENGE_STREAM_CFLAGS=-I$rvnginc REVENGE_STREAM_LIBS="-L$rvnglib -lrevenge-stream-0.0" \
+    REVENGE_GENERATORS_CFLAGS=-I$rvnginc REVENGE_GENERATORS_LIBS="-L$rvnglib -lrevenge-generators-0.0"
+make -j$(nproc)
+popd
+
 cp */src/fuzz/*fuzzer $OUT
 cp *_seed_corpus.zip $OUT