diff --git a/test/fuzz/test_runner.py b/test/fuzz/test_runner.py
index 9271ba72ce..f184bcf19e 100755
--- a/test/fuzz/test_runner.py
+++ b/test/fuzz/test_runner.py
@@ -50,6 +50,11 @@ def main():
         action='store_true',
         help='If true, export coverage information to files in the seed corpus',
     )
+    parser.add_argument(
+        '--valgrind',
+        action='store_true',
+        help='If true, run fuzzing binaries under the valgrind memory error detector. Valgrind 3.14 or later required.',
+    )
     parser.add_argument(
         'seed_dir',
         help='The seed corpus to run on (must contain subfolders for each fuzz target).',
@@ -118,10 +123,11 @@ def main():
         test_list=test_list_selection,
         build_dir=config["environment"]["BUILDDIR"],
         export_coverage=args.export_coverage,
+        use_valgrind=args.valgrind,
     )
 
 
-def run_once(*, corpus, test_list, build_dir, export_coverage):
+def run_once(*, corpus, test_list, build_dir, export_coverage, use_valgrind):
     for t in test_list:
         corpus_path = os.path.join(corpus, t)
         if t in FUZZERS_MISSING_CORPORA:
@@ -132,6 +138,8 @@ def run_once(*, corpus, test_list, build_dir, export_coverage):
             '-detect_leaks=0',
             corpus_path,
         ]
+        if use_valgrind:
+            args = ['valgrind', '--quiet', '--error-exitcode=1', '--exit-on-first-error=yes'] + args
         logging.debug('Run {} with args {}'.format(t, args))
         result = subprocess.run(args, stderr=subprocess.PIPE, universal_newlines=True)
         output = result.stderr