diff --git a/infra/cifuzz/run_fuzzers.py b/infra/cifuzz/run_fuzzers.py
index ec752686e..d42ad23eb 100644
--- a/infra/cifuzz/run_fuzzers.py
+++ b/infra/cifuzz/run_fuzzers.py
@@ -170,6 +170,38 @@ class PruneTargetRunner(BaseFuzzTargetRunner):
     fuzz_target_obj.free_disk_if_needed()
 
 
+NON_FUZZ_TARGETS_FOR_COVERAGE = {
+    'llvm-symbolizer',
+    'jazzer_agent_deploy.jar',
+    'jazzer_driver',
+    'jazzer_driver_with_sanitizer',
+}
+
+
+def is_coverage_fuzz_target(file_path):
+  """Returns whether |file_path| is a fuzz target binary for the purposes of a
+  coverage report. Inspired by infra/base-images/base-runner/coverage."""
+  if not os.path.isfile(file_path):
+    return False
+  if not utils.is_executable(file_path):
+    return False
+  filename = os.path.basename(file_path)
+  return filename not in NON_FUZZ_TARGETS_FOR_COVERAGE
+
+
+def get_coverage_fuzz_targets(out):
+  """Returns a list of fuzz targets in |out| for coverage."""
+  # We only want fuzz targets from the root because during the coverage build,
+  # a lot of the image's filesystem is copied into /out for the purpose of
+  # generating coverage reports.
+  fuzz_targets = []
+  for filename in os.listdir(out):
+    file_path = os.path.join(out, filename)
+    if is_coverage_fuzz_target(file_path):
+      fuzz_targets.append(file_path)
+  return fuzz_targets
+
+
 class CoverageTargetRunner(BaseFuzzTargetRunner):
   """Runner that runs the 'coverage' command."""
 
@@ -179,12 +211,7 @@ class CoverageTargetRunner(BaseFuzzTargetRunner):
 
   def get_fuzz_targets(self):
     """Returns fuzz targets in out directory."""
-    # We only want fuzz targets from the root because during the coverage build,
-    # a lot of the image's filesystem is copied into /out for the purpose of
-    # generating coverage reports.
-    # TOOD(metzman): Figure out if top_level_only should be the only behavior
-    # for this function.
-    return utils.get_fuzz_targets(self.workspace.out, top_level_only=True)
+    return get_coverage_fuzz_targets(self.workspace.out)
 
   def run_fuzz_targets(self):
     """Generates a coverage report. Always returns False since it never finds
diff --git a/infra/cifuzz/run_fuzzers_test.py b/infra/cifuzz/run_fuzzers_test.py
index 873413850..3dc5de71f 100644
--- a/infra/cifuzz/run_fuzzers_test.py
+++ b/infra/cifuzz/run_fuzzers_test.py
@@ -14,8 +14,9 @@
 """Tests for running fuzzers."""
 import json
 import os
-import sys
 import shutil
+import stat
+import sys
 import tempfile
 import unittest
 from unittest import mock
@@ -303,6 +304,31 @@ class BatchFuzzTargetRunnerTest(fake_filesystem_unittest.TestCase):
     self.assertEqual(mock_upload_crashes.call_count, 1)
 
 
+class GetCoverageTargetsTest(unittest.TestCase):
+  """Tests for get_coverage_fuzz_targets."""
+
+  def test_get_fuzz_targets(self):
+    """Tests that get_coverage_fuzz_targets returns expected targets."""
+    with tempfile.TemporaryDirectory() as temp_dir:
+      # Setup.
+      fuzz_target_path = os.path.join(temp_dir, 'fuzz-target')
+      with open(fuzz_target_path, 'w') as file_handle:
+        file_handle.write('')
+      fuzz_target_st = os.stat(fuzz_target_path)
+      os.chmod(fuzz_target_path, fuzz_target_st.st_mode | stat.S_IEXEC)
+      non_fuzz_target1 = os.path.join(temp_dir, 'non-fuzz-target1')
+      with open(non_fuzz_target1, 'w') as file_handle:
+        file_handle.write('LLVMFuzzerTestOneInput')
+      subdir = os.path.join(temp_dir, 'subdir')
+      os.mkdir(subdir)
+      non_fuzz_target2 = os.path.join(subdir, 'non-fuzz-target1')
+      with open(non_fuzz_target2, 'w') as file_handle:
+        file_handle.write('LLVMFuzzerTestOneInput')
+
+      self.assertEqual(run_fuzzers.get_coverage_fuzz_targets(temp_dir),
+                       [fuzz_target_path])
+
+
 @unittest.skipIf(not os.getenv('INTEGRATION_TESTS'),
                  'INTEGRATION_TESTS=1 not set')
 class CoverageReportIntegrationTest(unittest.TestCase):
diff --git a/infra/utils.py b/infra/utils.py
index 3d1f078a6..661a773e7 100644
--- a/infra/utils.py
+++ b/infra/utils.py
@@ -94,12 +94,11 @@ def execute(command,
   return out, err, process.returncode
 
 
-def get_fuzz_targets(path, top_level_only=False):
+def get_fuzz_targets(path):
   """Gets fuzz targets in a directory.
 
   Args:
     path: A path to search for fuzz targets in.
-    top_level_only: If True, only search |path|, do not recurse into subdirs.
 
   Returns:
     A list of paths to fuzzers or an empty list if None.
@@ -108,9 +107,6 @@ def get_fuzz_targets(path, top_level_only=False):
     return []
   fuzz_target_paths = []
   for root, _, fuzzers in os.walk(path):
-    if top_level_only and path != root:
-      continue
-
     for fuzzer in fuzzers:
       file_path = os.path.join(root, fuzzer)
       if is_fuzz_target_local(file_path):
@@ -134,6 +130,11 @@ def get_container_name():
     return file_handle.read().strip()
 
 
+def is_executable(file_path):
+  """Returns True if |file_path| is an exectuable."""
+  return os.path.exists(file_path) and os.access(file_path, os.X_OK)
+
+
 def is_fuzz_target_local(file_path):
   """Returns whether |file_path| is a fuzz target binary (local path).
   Copied from clusterfuzz src/python/bot/fuzzers/utils.py
@@ -154,7 +155,7 @@ def is_fuzz_target_local(file_path):
     # Ignore files with disallowed extensions (to prevent opening e.g. .zips).
     return False
 
-  if not os.path.exists(file_path) or not os.access(file_path, os.X_OK):
+  if not is_executable(file_path):
     return False
 
   if filename.endswith('_fuzzer'):