diff --git a/pkg/volume/csi/BUILD b/pkg/volume/csi/BUILD
index 6d237e7f052..0d18e1832fb 100644
--- a/pkg/volume/csi/BUILD
+++ b/pkg/volume/csi/BUILD
@@ -42,6 +42,7 @@ go_library(
         "//vendor/google.golang.org/grpc/codes:go_default_library",
         "//vendor/google.golang.org/grpc/status:go_default_library",
         "//vendor/k8s.io/klog:go_default_library",
+        "//vendor/k8s.io/utils/mount:go_default_library",
         "//vendor/k8s.io/utils/strings:go_default_library",
     ],
 )
@@ -86,6 +87,7 @@ go_test(
         "//staging/src/k8s.io/client-go/util/testing:go_default_library",
         "//staging/src/k8s.io/component-base/featuregate/testing:go_default_library",
         "//vendor/github.com/container-storage-interface/spec/lib/go/csi:go_default_library",
+        "//vendor/github.com/stretchr/testify/assert:go_default_library",
         "//vendor/k8s.io/klog:go_default_library",
     ],
 )
diff --git a/pkg/volume/csi/csi_attacher.go b/pkg/volume/csi/csi_attacher.go
index e3ba528a14d..fc5c3a28bb8 100644
--- a/pkg/volume/csi/csi_attacher.go
+++ b/pkg/volume/csi/csi_attacher.go
@@ -28,7 +28,7 @@ import (
 
 	"k8s.io/klog"
 
-	"k8s.io/api/core/v1"
+	v1 "k8s.io/api/core/v1"
 	storage "k8s.io/api/storage/v1"
 	apierrors "k8s.io/apimachinery/pkg/api/errors"
 	meta "k8s.io/apimachinery/pkg/apis/meta/v1"
@@ -228,13 +228,19 @@ func (c *csiAttacher) MountDevice(spec *volume.Spec, devicePath string, deviceMo
 		return errors.New(log("attacher.MountDevice failed, deviceMountPath is empty"))
 	}
 
+	corruptedDir := false
 	mounted, err := isDirMounted(c.plugin, deviceMountPath)
 	if err != nil {
 		klog.Error(log("attacher.MountDevice failed while checking mount status for dir [%s]", deviceMountPath))
-		return err
+		if isCorruptedDir(deviceMountPath) {
+			corruptedDir = true // leave to CSI driver to handle corrupted mount
+			klog.Warning(log("attacher.MountDevice detected corrupted mount for dir [%s]", deviceMountPath))
+		} else {
+			return err
+		}
 	}
 
-	if mounted {
+	if mounted && !corruptedDir {
 		klog.V(4).Info(log("attacher.MountDevice skipping mount, dir already mounted [%s]", deviceMountPath))
 		return nil
 	}
@@ -287,7 +293,7 @@ func (c *csiAttacher) MountDevice(spec *volume.Spec, devicePath string, deviceMo
 
 	// Store volume metadata for UnmountDevice. Keep it around even if the
 	// driver does not support NodeStage, UnmountDevice still needs it.
-	if err = os.MkdirAll(deviceMountPath, 0750); err != nil {
+	if err = os.MkdirAll(deviceMountPath, 0750); err != nil && !corruptedDir {
 		return errors.New(log("attacher.MountDevice failed to create dir %#v:  %v", deviceMountPath, err))
 	}
 	klog.V(4).Info(log("created target path successfully [%s]", deviceMountPath))
diff --git a/pkg/volume/csi/csi_mounter.go b/pkg/volume/csi/csi_mounter.go
index c9d831bdf57..b807326cf72 100644
--- a/pkg/volume/csi/csi_mounter.go
+++ b/pkg/volume/csi/csi_mounter.go
@@ -36,6 +36,7 @@ import (
 	"k8s.io/kubernetes/pkg/features"
 	"k8s.io/kubernetes/pkg/volume"
 	volumetypes "k8s.io/kubernetes/pkg/volume/util/types"
+	"k8s.io/utils/mount"
 	utilstrings "k8s.io/utils/strings"
 )
 
@@ -105,12 +106,18 @@ func (c *csiMountMgr) SetUp(mounterArgs volume.MounterArgs) error {
 func (c *csiMountMgr) SetUpAt(dir string, mounterArgs volume.MounterArgs) error {
 	klog.V(4).Infof(log("Mounter.SetUpAt(%s)", dir))
 
+	corruptedDir := false
 	mounted, err := isDirMounted(c.plugin, dir)
 	if err != nil {
-		return errors.New(log("mounter.SetUpAt failed while checking mount status for dir [%s]: %v", dir, err))
+		if isCorruptedDir(dir) {
+			corruptedDir = true // leave to CSI driver to handle corrupted mount
+			klog.Warning(log("mounter.SetUpAt detected corrupted mount for dir [%s]", dir))
+		} else {
+			return errors.New(log("mounter.SetUpAt failed while checking mount status for dir [%s]: %v", dir, err))
+		}
 	}
 
-	if mounted {
+	if mounted && !corruptedDir {
 		klog.V(4).Info(log("mounter.SetUpAt skipping mount, dir already mounted [%s]", dir))
 		return nil
 	}
@@ -211,7 +218,7 @@ func (c *csiMountMgr) SetUpAt(dir string, mounterArgs volume.MounterArgs) error
 	}
 
 	// create target_dir before call to NodePublish
-	if err := os.MkdirAll(dir, 0750); err != nil {
+	if err := os.MkdirAll(dir, 0750); err != nil && !corruptedDir {
 		return errors.New(log("mounter.SetUpAt failed to create dir %#v:  %v", dir, err))
 	}
 	klog.V(4).Info(log("created target path successfully [%s]", dir))
@@ -417,6 +424,11 @@ func isDirMounted(plug *csiPlugin, dir string) (bool, error) {
 	return !notMnt, nil
 }
 
+func isCorruptedDir(dir string) bool {
+	_, pathErr := mount.PathExists(dir)
+	return pathErr != nil && mount.IsCorruptedMnt(pathErr)
+}
+
 // removeMountDir cleans the mount dir when dir is not mounted and removed the volume data file in dir
 func removeMountDir(plug *csiPlugin, mountPath string) error {
 	klog.V(4).Info(log("removing mount path [%s]", mountPath))
diff --git a/pkg/volume/csi/csi_mounter_test.go b/pkg/volume/csi/csi_mounter_test.go
index 70c1d492452..5a83a33b6a5 100644
--- a/pkg/volume/csi/csi_mounter_test.go
+++ b/pkg/volume/csi/csi_mounter_test.go
@@ -19,6 +19,7 @@ package csi
 import (
 	"context"
 	"fmt"
+	"io/ioutil"
 	"math/rand"
 	"os"
 	"path"
@@ -27,6 +28,8 @@ import (
 
 	"reflect"
 
+	"github.com/stretchr/testify/assert"
+
 	api "k8s.io/api/core/v1"
 	storage "k8s.io/api/storage/v1"
 	storagev1beta1 "k8s.io/api/storage/v1beta1"
@@ -825,3 +828,33 @@ func TestUnmounterTeardown(t *testing.T) {
 	}
 
 }
+
+func TestIsCorruptedDir(t *testing.T) {
+	existingMountPath, err := ioutil.TempDir(os.TempDir(), "blobfuse-csi-mount-test")
+	if err != nil {
+		t.Fatalf("failed to create tmp dir: %v", err)
+	}
+	defer os.RemoveAll(existingMountPath)
+
+	tests := []struct {
+		desc           string
+		dir            string
+		expectedResult bool
+	}{
+		{
+			desc:           "NotExist dir",
+			dir:            "/tmp/NotExist",
+			expectedResult: false,
+		},
+		{
+			desc:           "Existing dir",
+			dir:            existingMountPath,
+			expectedResult: false,
+		},
+	}
+
+	for i, test := range tests {
+		isCorruptedDir := isCorruptedDir(test.dir)
+		assert.Equal(t, test.expectedResult, isCorruptedDir, "TestCase[%d]: %s", i, test.desc)
+	}
+}