diff --git a/projects/ghostscript/build.sh b/projects/ghostscript/build.sh
index a22d4b307..aee05cfd7 100755
--- a/projects/ghostscript/build.sh
+++ b/projects/ghostscript/build.sh
@@ -45,7 +45,7 @@ CPPFLAGS="${CPPFLAGS:-} $CUPS_CFLAGS -DPACIFY_VALGRIND" ./autogen.sh \
   CUPSCONFIG=$CUPSCONFIG \
   --enable-freetype --enable-fontconfig \
   --enable-cups --with-ijs --with-jbig2dec \
-  --with-drivers=pdfwrite,cups,ljet4,laserjet,pxlmono,pxlcolor,pcl3,uniprint,pgmraw,ps2write,png16m,tiffsep1,faxg3,psdcmyk,eps2write,bmpmono
+  --with-drivers=pdfwrite,cups,ljet4,laserjet,pxlmono,pxlcolor,pcl3,uniprint,pgmraw,ps2write,png16m,tiffsep1,faxg3,psdcmyk,eps2write,bmpmono,xpswrite
 make -j$(nproc) libgs
 
 fuzzers="gstoraster_fuzzer            \
@@ -61,6 +61,8 @@ fuzzers="gstoraster_fuzzer            \
          gs_device_eps2write_fuzzer   \
          gs_device_faxg3_fuzzer       \
          gs_device_bmpmono_fuzzer     \
+         gs_device_xpswrite_fuzzer     \
+         gs_device_pxlcolor_fuzzer     \
          gs_device_tiffsep1_fuzzer"
 
 for fuzzer in $fuzzers; do
@@ -100,6 +102,8 @@ cp "$OUT/gstoraster_fuzzer_seed_corpus.zip" "$OUT/gs_device_pdfwrite_fuzzer_seed
 cp "$OUT/gstoraster_fuzzer_seed_corpus.zip" "$OUT/gs_device_pxlmono_fuzzer_seed_corpus.zip"
 cp "$OUT/gstoraster_fuzzer_seed_corpus.zip" "$OUT/gs_device_eps2write_fuzzer_seed_corpus.zip"
 cp "$OUT/gstoraster_fuzzer_seed_corpus.zip" "$OUT/gs_device_bmpmono_fuzzer_seed_corpus.zip"
+cp "$OUT/gstoraster_fuzzer_seed_corpus.zip" "$OUT/gs_device_xpswrite_fuzzer_seed_corpus.zip"
+cp "$OUT/gstoraster_fuzzer_seed_corpus.zip" "$OUT/gs_device_pxlcolor_fuzzer_seed_corpus.zip"
 
 # Copy out options
 cp $SRC/*.options $OUT/
diff --git a/projects/ghostscript/gs_device_pxlcolor_fuzzer.cc b/projects/ghostscript/gs_device_pxlcolor_fuzzer.cc
new file mode 100644
index 000000000..6e511c016
--- /dev/null
+++ b/projects/ghostscript/gs_device_pxlcolor_fuzzer.cc
@@ -0,0 +1,20 @@
+/* Copyright 2022 Google LLC
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+#include "gs_fuzzlib.h"
+
+extern "C" int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
+	fuzz_gs_device(data, size, 1, "pxlcolor", "/dev/null");
+	return 0;
+}
diff --git a/projects/ghostscript/gs_device_xpswrite_fuzzer.cc b/projects/ghostscript/gs_device_xpswrite_fuzzer.cc
new file mode 100644
index 000000000..a6034230e
--- /dev/null
+++ b/projects/ghostscript/gs_device_xpswrite_fuzzer.cc
@@ -0,0 +1,20 @@
+/* Copyright 2022 Google LLC
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+      http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+*/
+#include "gs_fuzzlib.h"
+
+extern "C" int LLVMFuzzerTestOneInput(const uint8_t *data, size_t size) {
+	fuzz_gs_device(data, size, 1, "xpswrite", "/dev/null");
+	return 0;
+}