diff --git a/src/sagemaker/local/image.py b/src/sagemaker/local/image.py
index adba12d39e..36c27d6d63 100644
--- a/src/sagemaker/local/image.py
+++ b/src/sagemaker/local/image.py
@@ -49,6 +49,13 @@
 TRAINING_JOB_NAME_ENV_NAME = "TRAINING_JOB_NAME"
 S3_ENDPOINT_URL_ENV_NAME = "S3_ENDPOINT_URL"
 
+# SELinux Enabled
+SELINUX_ENABLED = os.environ.get("SAGEMAKER_LOCAL_SELINUX_ENABLED", "False").lower() in [
+    "1",
+    "true",
+    "yes",
+]
+
 logger = logging.getLogger(__name__)
 
 
@@ -349,6 +356,7 @@ def retrieve_artifacts(self, compose_data, output_data_config, job_name):
         # Gather the artifacts from all nodes into artifacts/model and artifacts/output
         for host in self.hosts:
             volumes = compose_data["services"][str(host)]["volumes"]
+            volumes = [v[:-2] if v.endswith(":z") else v for v in volumes]
             for volume in volumes:
                 if re.search(r"^[A-Za-z]:", volume):
                     unit, host_dir, container_dir = volume.split(":")
@@ -887,10 +895,14 @@ def __init__(self, host_dir, container_dir=None, channel=None):
 
         self.container_dir = container_dir if container_dir else "/opt/ml/input/data/" + channel
         self.host_dir = host_dir
+        map_format = "{}:{}"
+        if platform.system() == "Linux" and SELINUX_ENABLED:
+            # Support mounting shared volumes in SELinux enabled hosts
+            map_format += ":z"
         if platform.system() == "Darwin" and host_dir.startswith("/var"):
             self.host_dir = os.path.join("/private", host_dir)
 
-        self.map = "{}:{}".format(self.host_dir, self.container_dir)
+        self.map = map_format.format(self.host_dir, self.container_dir)
 
 
 def _stream_output(process):
diff --git a/tests/unit/sagemaker/local/test_local_image.py b/tests/unit/sagemaker/local/test_local_image.py
index f7632a748d..2de10445c7 100644
--- a/tests/unit/sagemaker/local/test_local_image.py
+++ b/tests/unit/sagemaker/local/test_local_image.py
@@ -30,7 +30,7 @@
 from mock import patch, Mock, MagicMock
 
 import sagemaker
-from sagemaker.local.image import _SageMakerContainer, _aws_credentials
+from sagemaker.local.image import _SageMakerContainer, _Volume, _aws_credentials
 
 REGION = "us-west-2"
 BUCKET_NAME = "mybucket"
@@ -513,6 +513,7 @@ def test_train_local_code(get_data_source_instance, tmpdir, sagemaker_session):
             assert config["services"][h]["image"] == image
             assert config["services"][h]["command"] == "train"
             volumes = config["services"][h]["volumes"]
+            volumes = [v[:-2] if v.endswith(":z") else v for v in volumes]
             assert "%s:/opt/ml/code" % "/tmp/code" in volumes
             assert "%s:/opt/ml/shared" % shared_folder_path in volumes
 
@@ -564,9 +565,26 @@ def test_train_local_intermediate_output(get_data_source_instance, tmpdir, sagem
                 assert config["services"][h]["image"] == image
                 assert config["services"][h]["command"] == "train"
                 volumes = config["services"][h]["volumes"]
+                volumes = [v[:-2] if v.endswith(":z") else v for v in volumes]
                 assert "%s:/opt/ml/output/intermediate" % intermediate_folder_path in volumes
 
 
+@patch("platform.system", Mock(return_value="Linux"))
+@patch("sagemaker.local.image.SELINUX_ENABLED", Mock(return_value=True))
+def test_container_selinux_has_label(tmpdir):
+    volume = _Volume(str(tmpdir), "/opt/ml/model")
+
+    assert volume.map.endswith(":z")
+
+
+@patch("platform.system", Mock(return_value="Darwin"))
+@patch("sagemaker.local.image.SELINUX_ENABLED", Mock(return_value=True))
+def test_container_has_selinux_no_label(tmpdir):
+    volume = _Volume(str(tmpdir), "/opt/ml/model")
+
+    assert not volume.map.endswith(":z")
+
+
 def test_container_has_gpu_support(tmpdir, sagemaker_session):
     instance_count = 1
     image = "my-image"
@@ -650,6 +668,7 @@ def test_serve_local_code(tmpdir, sagemaker_session):
                 assert config["services"][h]["command"] == "serve"
 
                 volumes = config["services"][h]["volumes"]
+                volumes = [v[:-2] if v.endswith(":z") else v for v in volumes]
                 assert "%s:/opt/ml/code" % "/tmp/code" in volumes
                 assert (
                     "SAGEMAKER_SUBMIT_DIRECTORY=/opt/ml/code"