diff --git a/hudi-spark-datasource/hudi-spark3/pom.xml b/hudi-spark-datasource/hudi-spark3/pom.xml
index ca09d8359f96b..26504b134cba4 100644
--- a/hudi-spark-datasource/hudi-spark3/pom.xml
+++ b/hudi-spark-datasource/hudi-spark3/pom.xml
@@ -161,6 +161,12 @@
       <optional>true</optional>
     </dependency>
 
+    <dependency>
+      <groupId>org.apache.parquet</groupId>
+      <artifactId>parquet-hadoop</artifactId>
+      <version>1.12.0</version>
+    </dependency>
+
     <dependency>
       <groupId>com.fasterxml.jackson.core</groupId>
       <artifactId>jackson-databind</artifactId>
diff --git a/hudi-spark-datasource/hudi-spark3/src/main/java/org/apache/hudi/spark3/crypto/kms/InMemoryKMS.java b/hudi-spark-datasource/hudi-spark3/src/main/java/org/apache/hudi/spark3/crypto/kms/InMemoryKMS.java
new file mode 100644
index 0000000000000..fd83e3151c4bb
--- /dev/null
+++ b/hudi-spark-datasource/hudi-spark3/src/main/java/org/apache/hudi/spark3/crypto/kms/InMemoryKMS.java
@@ -0,0 +1,103 @@
+package org.apache.hudi.spark3.crypto.kms;
+
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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.
+ */
+import org.apache.hadoop.conf.Configuration;
+import org.apache.hudi.common.config.ConfigProperty;
+import org.apache.parquet.crypto.KeyAccessDeniedException;
+import org.apache.parquet.crypto.ParquetCryptoRuntimeException;
+import org.apache.parquet.crypto.keytools.KeyToolkit;
+import org.apache.parquet.crypto.keytools.KmsClient;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.nio.charset.StandardCharsets;
+import java.util.Base64;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * This is a mock class, built for testing only. Don't use it as an example of KmsClient implementation.
+ * (org.apache.parquet.crypto.keytools.samples.VaultClient is the sample implementation).
+ */
+public class InMemoryKMS implements KmsClient {
+  private static final Logger LOG = LoggerFactory.getLogger(InMemoryKMS.class);
+
+  private static final ConfigProperty<String> KEY_LIST_PROPERTY_NAME = ConfigProperty
+                                                                           .key("hoodie.parquet.encryption.key.list")
+                                                                           .noDefaultValue()
+                                                                           .withDocumentation("hudi parquet encryption key list, example: keyName_1:value_1, keyName_2:value_2");
+
+  private static Map<String,byte[]> masterKeyMap;
+
+  @Override
+  public synchronized void initialize(Configuration configuration, String kmsInstanceID, String kmsInstanceURL, String accessToken) {
+    // Parse master  keys
+    String[] masterKeys = configuration.getTrimmedStrings(KEY_LIST_PROPERTY_NAME.key());
+    if (null == masterKeys || masterKeys.length == 0) {
+      throw new ParquetCryptoRuntimeException("No encryption key list");
+    }
+    masterKeyMap = parseKeyList(masterKeys);
+  }
+
+  private static Map<String, byte[]> parseKeyList(String[] masterKeys) {
+
+    Map<String,byte[]> keyMap = new HashMap<>();
+
+    int nKeys = masterKeys.length;
+    for (int i = 0; i < nKeys; i++) {
+      String[] parts = masterKeys[i].split(":");
+      String keyName = parts[0].trim();
+      if (parts.length != 2) {
+        throw new IllegalArgumentException("Key '" + keyName + "' is not formatted correctly");
+      }
+      String key = parts[1].trim();
+      try {
+        byte[] keyBytes = Base64.getDecoder().decode(key);
+        keyMap.put(keyName, keyBytes);
+      } catch (IllegalArgumentException e) {
+        LOG.warn("Could not decode key '" + keyName + "'!");
+        throw e;
+      }
+    }
+    return keyMap;
+  }
+
+  @Override
+  public synchronized String wrapKey(byte[] keyBytes, String masterKeyIdentifier)
+      throws KeyAccessDeniedException, UnsupportedOperationException {
+
+    byte[] masterKey = masterKeyMap.get(masterKeyIdentifier);
+    if (null == masterKey) {
+      throw new ParquetCryptoRuntimeException("Key not found: " + masterKeyIdentifier);
+    }
+    byte[] add = masterKeyIdentifier.getBytes(StandardCharsets.UTF_8);
+    return KeyToolkit.encryptKeyLocally(keyBytes, masterKey, add);
+  }
+
+  @Override
+  public synchronized byte[] unwrapKey(String wrappedKey, String masterKeyIdentifier)
+      throws KeyAccessDeniedException, UnsupportedOperationException {
+    byte[] masterKey = masterKeyMap.get(masterKeyIdentifier);
+    if (null == masterKey) {
+      throw new ParquetCryptoRuntimeException("Key not found: " + masterKeyIdentifier);
+    }
+    byte[] add = masterKeyIdentifier.getBytes(StandardCharsets.UTF_8);
+    return KeyToolkit.decryptKeyLocally(wrappedKey, masterKey, add);
+  }
+}
\ No newline at end of file
diff --git a/hudi-spark-datasource/hudi-spark3/src/test/java/org/apache/hudi/spark3/crypto/TestParquetEncryption.java b/hudi-spark-datasource/hudi-spark3/src/test/java/org/apache/hudi/spark3/crypto/TestParquetEncryption.java
new file mode 100644
index 0000000000000..01c0b4138a0db
--- /dev/null
+++ b/hudi-spark-datasource/hudi-spark3/src/test/java/org/apache/hudi/spark3/crypto/TestParquetEncryption.java
@@ -0,0 +1,102 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you 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 org.apache.hudi.spark3.crypto;
+
+import org.apache.hudi.spark3.crypto.kms.InMemoryKMS;
+import org.apache.hudi.testutils.HoodieClientTestBase;
+import org.apache.parquet.crypto.keytools.PropertiesDrivenCryptoFactory;
+import org.apache.spark.api.java.JavaSparkContext;
+import org.apache.spark.sql.Dataset;
+import org.apache.spark.sql.Row;
+import org.apache.spark.sql.SaveMode;
+import org.apache.spark.sql.SparkSession;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.List;
+
+import static org.apache.hudi.common.testutils.RawTripTestPayload.recordsToStrings;
+
+public class TestParquetEncryption extends HoodieClientTestBase {
+
+  private SparkSession spark;
+
+  private HashMap<String, String> commonOpts = new HashMap();
+
+  @BeforeEach
+  public void setUp() throws Exception {
+    commonOpts.put("hoodie.insert.shuffle.parallelism", "4");
+    commonOpts.put("hoodie.upsert.shuffle.parallelism", "4");
+    commonOpts.put("hoodie.bulkinsert.shuffle.parallelism", "4");
+    commonOpts.put("hoodie.delete.shuffle.parallelism", "4");
+    commonOpts.put("hoodie.datasource.write.recordkey.field", "_row_key");
+    commonOpts.put("hoodie.datasource.write.partitionpath.field", "partition");
+    commonOpts.put("hoodie.datasource.write.precombine.field", "timestamp");
+    commonOpts.put("hoodie.table.name", "hoodie_test");
+
+    initPath();
+    initSparkContexts();
+    spark = sqlContext.sparkSession();
+    initTestDataGenerator();
+    initFileSystem();
+  }
+
+  @AfterEach
+  public void tearDown() throws IOException {
+    cleanupSparkContexts();
+    cleanupTestDataGenerator();
+    cleanupFileSystem();
+  }
+
+  @Test
+  public void testEncryption() {
+
+    JavaSparkContext jsc = new JavaSparkContext(spark.sparkContext());
+    jsc.hadoopConfiguration().set("parquet.crypto.factory.class", PropertiesDrivenCryptoFactory.class.getName());
+    jsc.hadoopConfiguration().set("parquet.encryption.kms.client.class", InMemoryKMS.class.getName());
+    jsc.hadoopConfiguration().set("parquet.encryption.footer.key", "k1");
+    jsc.hadoopConfiguration().set("parquet.encryption.column.keys", "k2:rider,_row_key");
+    jsc.hadoopConfiguration().set("hoodie.parquet.encryption.key.list", "k1:AAECAwQFBgcICQoLDA0ODw==, k2:AAECAAECAAECAAECAAECAA==");
+
+    List<String> records1 = recordsToStrings(dataGen.generateInserts("000", 100));
+    Dataset<Row> inputDF1 = spark.read().json(jsc.parallelize(records1, 2));
+
+    inputDF1.write().format("org.apache.hudi")
+        .options(commonOpts)
+        .mode(SaveMode.Overwrite)
+        .save(basePath);
+
+
+    //1. no footer key, no column key
+    jsc.hadoopConfiguration().clear();
+    Assertions.assertThrows(Exception.class, () -> spark.read().format("org.apache.hudi").load(basePath).count());
+    Assertions.assertThrows(Exception.class, () -> spark.read().format("org.apache.hudi").load(basePath).select("rider").show(1));
+
+    //2 has footer key, has column key
+    jsc.hadoopConfiguration().set("parquet.crypto.factory.class", PropertiesDrivenCryptoFactory.class.getName());
+    jsc.hadoopConfiguration().set("parquet.encryption.kms.client.class", InMemoryKMS.class.getName());
+    jsc.hadoopConfiguration().set("hoodie.parquet.encryption.key.list", "k1:AAECAwQFBgcICQoLDA0ODw==, k2:AAECAAECAAECAAECAAECAA==");
+    Assertions.assertEquals(100, spark.read().format("org.apache.hudi").load(basePath).count());
+    Assertions.assertDoesNotThrow(() -> spark.read().format("org.apache.hudi").load(basePath).select("rider").show(1));
+  }
+} 
\ No newline at end of file