diff --git a/.github/workflows/util/install_spark_resources.sh b/.github/workflows/util/install_spark_resources.sh
index dd2afec821d4..d5f413ee2116 100755
--- a/.github/workflows/util/install_spark_resources.sh
+++ b/.github/workflows/util/install_spark_resources.sh
@@ -63,26 +63,26 @@ case "$1" in
 3.5)
     # Spark-3.5
     cd ${INSTALL_DIR} && \
-    wget -nv https://archive.apache.org/dist/spark/spark-3.5.2/spark-3.5.2-bin-hadoop3.tgz && \
-    tar --strip-components=1 -xf spark-3.5.2-bin-hadoop3.tgz spark-3.5.2-bin-hadoop3/jars/ && \
-    rm -rf spark-3.5.2-bin-hadoop3.tgz && \
+    wget -nv https://archive.apache.org/dist/spark/spark-3.5.3/spark-3.5.3-bin-hadoop3.tgz && \
+    tar --strip-components=1 -xf spark-3.5.3-bin-hadoop3.tgz spark-3.5.3-bin-hadoop3/jars/ && \
+    rm -rf spark-3.5.3-bin-hadoop3.tgz && \
     mkdir -p ${INSTALL_DIR}/shims/spark35/spark_home/assembly/target/scala-2.12 && \
     mv jars ${INSTALL_DIR}/shims/spark35/spark_home/assembly/target/scala-2.12 && \
-    wget -nv https://github.com/apache/spark/archive/refs/tags/v3.5.2.tar.gz && \
-    tar --strip-components=1 -xf v3.5.2.tar.gz spark-3.5.2/sql/core/src/test/resources/  && \
+    wget -nv https://github.com/apache/spark/archive/refs/tags/v3.5.3.tar.gz && \
+    tar --strip-components=1 -xf v3.5.3.tar.gz spark-3.5.3/sql/core/src/test/resources/  && \
     mkdir -p shims/spark35/spark_home/ && \
     mv sql shims/spark35/spark_home/
     ;;
 3.5-scala2.13)
     # Spark-3.5, scala 2.13
     cd ${INSTALL_DIR} && \
-    wget -nv https://archive.apache.org/dist/spark/spark-3.5.2/spark-3.5.2-bin-hadoop3.tgz && \
-    tar --strip-components=1 -xf spark-3.5.2-bin-hadoop3.tgz spark-3.5.2-bin-hadoop3/jars/ && \
-    rm -rf spark-3.5.2-bin-hadoop3.tgz && \
+    wget -nv https://archive.apache.org/dist/spark/spark-3.5.3/spark-3.5.3-bin-hadoop3.tgz && \
+    tar --strip-components=1 -xf spark-3.5.3-bin-hadoop3.tgz spark-3.5.3-bin-hadoop3/jars/ && \
+    rm -rf spark-3.5.3-bin-hadoop3.tgz && \
     mkdir -p ${INSTALL_DIR}/shims/spark35/spark_home/assembly/target/scala-2.13 && \
     mv jars ${INSTALL_DIR}/shims/spark35/spark_home/assembly/target/scala-2.13 && \
-    wget -nv https://github.com/apache/spark/archive/refs/tags/v3.5.2.tar.gz && \
-    tar --strip-components=1 -xf v3.5.2.tar.gz spark-3.5.2/sql/core/src/test/resources/  && \
+    wget -nv https://github.com/apache/spark/archive/refs/tags/v3.5.3.tar.gz && \
+    tar --strip-components=1 -xf v3.5.3.tar.gz spark-3.5.3/sql/core/src/test/resources/  && \
     mkdir -p shims/spark35/spark_home/ && \
     mv sql shims/spark35/spark_home/
     ;;
diff --git a/.github/workflows/velox_backend.yml b/.github/workflows/velox_backend.yml
index 8637c92ffe7c..dd31b8e77bb2 100644
--- a/.github/workflows/velox_backend.yml
+++ b/.github/workflows/velox_backend.yml
@@ -860,13 +860,13 @@ jobs:
           dnf module -y install python39 && \
           alternatives --set python3 /usr/bin/python3.9 && \
           pip3 install setuptools && \
-          pip3 install pyspark==3.5.2 cython && \
+          pip3 install pyspark==3.5.3 cython && \
           pip3 install pandas pyarrow
-      - name: Build and Run unit test for Spark 3.5.2 (other tests)
+      - name: Build and Run unit test for Spark 3.5.3 (other tests)
         run: |
           cd $GITHUB_WORKSPACE/
           export SPARK_SCALA_VERSION=2.12
-          $MVN_CMD clean test -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Phudi -Pspark-ut \
+          $MVN_CMD clean test -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut \
           -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" \
           -DtagsToExclude=org.apache.spark.tags.ExtendedSQLTest,org.apache.gluten.tags.UDFTest,org.apache.gluten.tags.SkipTestTags
       - name: Upload test report
@@ -906,9 +906,9 @@ jobs:
           dnf module -y install python39 && \
           alternatives --set python3 /usr/bin/python3.9 && \
           pip3 install setuptools && \
-          pip3 install pyspark==3.5.2 cython && \
+          pip3 install pyspark==3.5.3 cython && \
           pip3 install pandas pyarrow
-      - name: Build and Run unit test for Spark 3.5.2 with scala-2.13 (other tests)
+      - name: Build and Run unit test for Spark 3.5.3 with scala-2.13 (other tests)
         run: |
           cd $GITHUB_WORKSPACE/
           export SPARK_SCALA_VERSION=2.13
@@ -949,10 +949,10 @@ jobs:
       - name: Prepare spark.test.home for Spark 3.5.2 (other tests)
         run: |
           bash .github/workflows/util/install_spark_resources.sh 3.5
-      - name: Build and Run unit test for Spark 3.5.2 (slow tests)
+      - name: Build and Run unit test for Spark 3.5.3 (slow tests)
         run: |
           cd $GITHUB_WORKSPACE/
-          $MVN_CMD clean test -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Phudi -Pspark-ut \
+          $MVN_CMD clean test -Pspark-3.5 -Pbackends-velox -Pceleborn -Piceberg -Pdelta -Pspark-ut \
           -DargLine="-Dspark.test.home=$GITHUB_WORKSPACE//shims/spark35/spark_home/" \
           -DtagsToInclude=org.apache.spark.tags.ExtendedSQLTest
       - name: Upload test report
diff --git a/pom.xml b/pom.xml
index a3ce1c6f70eb..ea8a9f980854 100644
--- a/pom.xml
+++ b/pom.xml
@@ -341,12 +341,12 @@
         <sparkbundle.version>3.5</sparkbundle.version>
         <sparkshim.module.name>spark35</sparkshim.module.name>
         <sparkshim.artifactId>spark-sql-columnar-shims-spark35</sparkshim.artifactId>
-        <spark.version>3.5.2</spark.version>
+        <spark.version>3.5.3</spark.version>
         <iceberg.version>1.5.0</iceberg.version>
         <delta.package.name>delta-spark</delta.package.name>
-        <delta.version>3.2.0</delta.version>
-	<delta.binary.version>32</delta.binary.version>
-	<hudi.version>0.15.0</hudi.version>
+        <delta.version>3.2.1</delta.version>
+        <delta.binary.version>32</delta.binary.version>
+	    <hudi.version>0.15.0</hudi.version>
         <fasterxml.version>2.15.1</fasterxml.version>
         <hadoop.version>3.3.4</hadoop.version>
         <antlr4.version>4.9.3</antlr4.version>
diff --git a/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/SparkShimProvider.scala b/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/SparkShimProvider.scala
index eab32ab9d0b9..ad99f7be2547 100644
--- a/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/SparkShimProvider.scala
+++ b/shims/spark35/src/main/scala/org/apache/gluten/sql/shims/spark35/SparkShimProvider.scala
@@ -20,7 +20,7 @@ import org.apache.gluten.sql.shims.{SparkShimDescriptor, SparkShims}
 import org.apache.gluten.sql.shims.spark35.SparkShimProvider.DESCRIPTOR
 
 object SparkShimProvider {
-  val DESCRIPTOR = SparkShimDescriptor(3, 5, 2)
+  val DESCRIPTOR = SparkShimDescriptor(3, 5, 3)
 }
 
 class SparkShimProvider extends org.apache.gluten.sql.shims.SparkShimProvider {
diff --git a/tools/gluten-it/pom.xml b/tools/gluten-it/pom.xml
index bad4d6087f11..70b8d20c5ba4 100644
--- a/tools/gluten-it/pom.xml
+++ b/tools/gluten-it/pom.xml
@@ -164,7 +164,7 @@
     <profile>
       <id>spark-3.5</id>
       <properties>
-        <spark.version>3.5.2</spark.version>
+        <spark.version>3.5.3</spark.version>
         <scala.library.version>2.12.18</scala.library.version>
       </properties>
     </profile>