diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala
index 43d54fb62e4b..13ade14b5943 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/ScalarFunctionsValidateSuite.scala
@@ -918,6 +918,24 @@ abstract class ScalarFunctionsValidateSuite extends FunctionsValidateTest {
     }
   }
 
+  testWithSpecifiedSparkVersion("mask", Some("3.4")) {
+    runQueryAndCompare("SELECT mask(c_comment) FROM customer limit 50") {
+      checkGlutenOperatorMatch[ProjectExecTransformer]
+    }
+    runQueryAndCompare("SELECT mask(c_comment, 'Y') FROM customer limit 50") {
+      checkGlutenOperatorMatch[ProjectExecTransformer]
+    }
+    runQueryAndCompare("SELECT mask(c_comment, 'Y', 'y') FROM customer limit 50") {
+      checkGlutenOperatorMatch[ProjectExecTransformer]
+    }
+    runQueryAndCompare("SELECT mask(c_comment, 'Y', 'y', 'o') FROM customer limit 50") {
+      checkGlutenOperatorMatch[ProjectExecTransformer]
+    }
+    runQueryAndCompare("SELECT mask(c_comment, 'Y', 'y', 'o', '*') FROM customer limit 50") {
+      checkGlutenOperatorMatch[ProjectExecTransformer]
+    }
+  }
+
   test("bit_length") {
     runQueryAndCompare(
       "select bit_length(c_comment), bit_length(cast(c_comment as binary))" +
diff --git a/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala b/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
index 7cc75405bad6..d47dbc4cc1fa 100644
--- a/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
+++ b/shims/common/src/main/scala/org/apache/gluten/expression/ExpressionNames.scala
@@ -131,6 +131,7 @@ object ExpressionNames {
   final val LEVENSHTEIN = "levenshtein"
   final val UNBASE64 = "unbase64"
   final val BASE64 = "base64"
+  final val MASK = "mask"
 
   // URL functions
   final val PARSE_URL = "parse_url"
diff --git a/shims/spark34/src/main/scala/org/apache/gluten/sql/shims/spark34/Spark34Shims.scala b/shims/spark34/src/main/scala/org/apache/gluten/sql/shims/spark34/Spark34Shims.scala
index 203256cf5fec..cd7e4347d6b5 100644
--- a/shims/spark34/src/main/scala/org/apache/gluten/sql/shims/spark34/Spark34Shims.scala
+++ b/shims/spark34/src/main/scala/org/apache/gluten/sql/shims/spark34/Spark34Shims.scala
@@ -80,7 +80,8 @@ class Spark34Shims extends SparkShims {
       Sig[Empty2Null](ExpressionNames.EMPTY2NULL),
       Sig[TimestampAdd](ExpressionNames.TIMESTAMP_ADD),
       Sig[RoundFloor](ExpressionNames.FLOOR),
-      Sig[RoundCeil](ExpressionNames.CEIL)
+      Sig[RoundCeil](ExpressionNames.CEIL),
+      Sig[Mask](ExpressionNames.MASK)
     )
   }
 
diff --git a/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/Spark35Shims.scala b/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/Spark35Shims.scala
index 821e0f5837d6..bb41b7e73eca 100644
--- a/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/Spark35Shims.scala
+++ b/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/Spark35Shims.scala
@@ -78,6 +78,7 @@ class Spark35Shims extends SparkShims {
       Sig[Csc](ExpressionNames.CSC),
       Sig[KnownNullable](ExpressionNames.KNOWN_NULLABLE),
       Sig[Empty2Null](ExpressionNames.EMPTY2NULL),
+      Sig[Mask](ExpressionNames.MASK),
       Sig[TimestampAdd](ExpressionNames.TIMESTAMP_ADD),
       Sig[RoundFloor](ExpressionNames.FLOOR),
       Sig[RoundCeil](ExpressionNames.CEIL)