diff --git a/pkg/restore/restore.go b/pkg/restore/restore.go
index 63c26538b..742ffb592 100644
--- a/pkg/restore/restore.go
+++ b/pkg/restore/restore.go
@@ -1952,8 +1952,8 @@ func hasCSIVolumeSnapshot(ctx *restoreContext, unstructuredPV *unstructured.Unst
 	}
 
 	for _, vs := range ctx.csiVolumeSnapshots {
-		// In some error cases, the VSs' source PVC could be nil. Skip them.
-		if vs.Spec.Source.PersistentVolumeClaimName == nil {
+		// In some error cases, the VSs' source PVC could be nil or PVs ClaimRef could be nil. Skip them.
+		if vs.Spec.Source.PersistentVolumeClaimName == nil ||  pv.Spec.ClaimRef == nil {
 			continue
 		}
 
diff --git a/pkg/restore/restore_test.go b/pkg/restore/restore_test.go
index 8bf24d845..4b25d295d 100644
--- a/pkg/restore/restore_test.go
+++ b/pkg/restore/restore_test.go
@@ -3963,11 +3963,33 @@ func TestHasCSIVolumeSnapshot(t *testing.T) {
 						"namespace": "default",
 						"name":      "test",
 					},
+					"spec": map[string]interface{}{
+						"claimRef": map[string]interface{}{
+							"namespace": "velero",
+							"name":      "test",
+						},
+					},
 				},
 			},
 			vs:             builder.ForVolumeSnapshot("velero", "test").Result(),
 			expectedResult: false,
 		},
+		{
+			name: "PVs claimref is nil, expect false.",
+			obj: &unstructured.Unstructured{
+				Object: map[string]interface{}{
+					"kind":       "PersistentVolume",
+					"apiVersion": "v1",
+					"metadata": map[string]interface{}{
+						"namespace": "velero",
+						"name":      "test",
+					},
+				},
+			},
+			vs:             builder.ForVolumeSnapshot("velero", "test").SourcePVC("test").Result(),
+			expectedResult: false,
+		},
+		
 		{
 			name: "Find VS, expect true.",
 			obj: &unstructured.Unstructured{