diff --git a/pkg/common-controller/snapshot_controller.go b/pkg/common-controller/snapshot_controller.go
index 595986c3a..0ae4b637a 100644
--- a/pkg/common-controller/snapshot_controller.go
+++ b/pkg/common-controller/snapshot_controller.go
@@ -30,6 +30,7 @@ import (
 	"k8s.io/apimachinery/pkg/labels"
 	"k8s.io/client-go/kubernetes/scheme"
 	ref "k8s.io/client-go/tools/reference"
+	"k8s.io/client-go/util/retry"
 	corev1helpers "k8s.io/component-helpers/scheduling/corev1"
 	klog "k8s.io/klog/v2"
 
@@ -930,19 +931,22 @@ func (ctrl *csiSnapshotCommonController) ensurePVCFinalizer(snapshot *crdv1.Volu
 
 // removePVCFinalizer removes a Finalizer for VolumeSnapshot Source PVC.
 func (ctrl *csiSnapshotCommonController) removePVCFinalizer(pvc *v1.PersistentVolumeClaim) error {
-	// Get snapshot source which is a PVC
-	// TODO(xyang): We get PVC from informer but it may be outdated
-	// Should get it from API server directly before removing finalizer
-	pvcClone := pvc.DeepCopy()
-	pvcClone.ObjectMeta.Finalizers = utils.RemoveString(pvcClone.ObjectMeta.Finalizers, utils.PVCFinalizer)
-
-	_, err := ctrl.client.CoreV1().PersistentVolumeClaims(pvcClone.Namespace).Update(context.TODO(), pvcClone, metav1.UpdateOptions{})
-	if err != nil {
-		return newControllerUpdateError(pvcClone.Name, err.Error())
-	}
+	return retry.RetryOnConflict(retry.DefaultRetry, func() error {
+		// Get snapshot source which is a PVC
+		newPvc, err := ctrl.client.CoreV1().PersistentVolumeClaims(pvc.Namespace).Get(context.TODO(), pvc.Name, metav1.GetOptions{})
+		if err != nil {
+			return err
+		}
+		newPvc = newPvc.DeepCopy()
+		newPvc.ObjectMeta.Finalizers = utils.RemoveString(newPvc.ObjectMeta.Finalizers, utils.PVCFinalizer)
+		_, err = ctrl.client.CoreV1().PersistentVolumeClaims(newPvc.Namespace).Update(context.TODO(), newPvc, metav1.UpdateOptions{})
+		if err != nil {
+			return newControllerUpdateError(newPvc.Name, err.Error())
+		}
 
-	klog.V(5).Infof("Removed protection finalizer from persistent volume claim %s", pvc.Name)
-	return nil
+		klog.V(5).Infof("Removed protection finalizer from persistent volume claim %s", pvc.Name)
+		return nil
+	})
 }
 
 // isPVCBeingUsed checks if a PVC is being used as a source to create a snapshot.
diff --git a/vendor/k8s.io/client-go/util/retry/OWNERS b/vendor/k8s.io/client-go/util/retry/OWNERS
new file mode 100644
index 000000000..75736b5aa
--- /dev/null
+++ b/vendor/k8s.io/client-go/util/retry/OWNERS
@@ -0,0 +1,4 @@
+# See the OWNERS docs at https://go.k8s.io/owners
+
+reviewers:
+  - caesarxuchao
diff --git a/vendor/k8s.io/client-go/util/retry/util.go b/vendor/k8s.io/client-go/util/retry/util.go
new file mode 100644
index 000000000..0c6e504a6
--- /dev/null
+++ b/vendor/k8s.io/client-go/util/retry/util.go
@@ -0,0 +1,105 @@
+/*
+Copyright 2016 The Kubernetes Authors.
+
+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.
+*/
+
+package retry
+
+import (
+	"time"
+
+	"k8s.io/apimachinery/pkg/api/errors"
+	"k8s.io/apimachinery/pkg/util/wait"
+)
+
+// DefaultRetry is the recommended retry for a conflict where multiple clients
+// are making changes to the same resource.
+var DefaultRetry = wait.Backoff{
+	Steps:    5,
+	Duration: 10 * time.Millisecond,
+	Factor:   1.0,
+	Jitter:   0.1,
+}
+
+// DefaultBackoff is the recommended backoff for a conflict where a client
+// may be attempting to make an unrelated modification to a resource under
+// active management by one or more controllers.
+var DefaultBackoff = wait.Backoff{
+	Steps:    4,
+	Duration: 10 * time.Millisecond,
+	Factor:   5.0,
+	Jitter:   0.1,
+}
+
+// OnError allows the caller to retry fn in case the error returned by fn is retriable
+// according to the provided function. backoff defines the maximum retries and the wait
+// interval between two retries.
+func OnError(backoff wait.Backoff, retriable func(error) bool, fn func() error) error {
+	var lastErr error
+	err := wait.ExponentialBackoff(backoff, func() (bool, error) {
+		err := fn()
+		switch {
+		case err == nil:
+			return true, nil
+		case retriable(err):
+			lastErr = err
+			return false, nil
+		default:
+			return false, err
+		}
+	})
+	if err == wait.ErrWaitTimeout {
+		err = lastErr
+	}
+	return err
+}
+
+// RetryOnConflict is used to make an update to a resource when you have to worry about
+// conflicts caused by other code making unrelated updates to the resource at the same
+// time. fn should fetch the resource to be modified, make appropriate changes to it, try
+// to update it, and return (unmodified) the error from the update function. On a
+// successful update, RetryOnConflict will return nil. If the update function returns a
+// "Conflict" error, RetryOnConflict will wait some amount of time as described by
+// backoff, and then try again. On a non-"Conflict" error, or if it retries too many times
+// and gives up, RetryOnConflict will return an error to the caller.
+//
+//	err := retry.RetryOnConflict(retry.DefaultRetry, func() error {
+//	    // Fetch the resource here; you need to refetch it on every try, since
+//	    // if you got a conflict on the last update attempt then you need to get
+//	    // the current version before making your own changes.
+//	    pod, err := c.Pods("mynamespace").Get(name, metav1.GetOptions{})
+//	    if err != nil {
+//	        return err
+//	    }
+//
+//	    // Make whatever updates to the resource are needed
+//	    pod.Status.Phase = v1.PodFailed
+//
+//	    // Try to update
+//	    _, err = c.Pods("mynamespace").UpdateStatus(pod)
+//	    // You have to return err itself here (not wrapped inside another error)
+//	    // so that RetryOnConflict can identify it correctly.
+//	    return err
+//	})
+//	if err != nil {
+//	    // May be conflict if max retries were hit, or may be something unrelated
+//	    // like permissions or a network error
+//	    return err
+//	}
+//	...
+//
+// TODO: Make Backoff an interface?
+func RetryOnConflict(backoff wait.Backoff, fn func() error) error {
+	return OnError(backoff, errors.IsConflict, fn)
+}
diff --git a/vendor/modules.txt b/vendor/modules.txt
index 6f275a887..bfbcdbafd 100644
--- a/vendor/modules.txt
+++ b/vendor/modules.txt
@@ -770,6 +770,7 @@ k8s.io/client-go/util/consistencydetector
 k8s.io/client-go/util/flowcontrol
 k8s.io/client-go/util/homedir
 k8s.io/client-go/util/keyutil
+k8s.io/client-go/util/retry
 k8s.io/client-go/util/watchlist
 k8s.io/client-go/util/workqueue
 # k8s.io/component-base v0.31.0-rc.0 => k8s.io/component-base v0.31.0-rc.0