diff --git a/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/ParquetDictionary.java b/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/ParquetDictionary.java
index f36c7ff4bfa69..739e5a5fde77b 100644
--- a/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/ParquetDictionary.java
+++ b/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/ParquetDictionary.java
@@ -62,7 +62,7 @@ public double decodeToDouble(int id) {
 
     @Override
     public byte[] decodeToBinary(int id) {
-        return dictionary.decodeToBinary(id).getBytes();
+        return dictionary.decodeToBinary(id).getBytesUnsafe();
     }
 
     @Override
diff --git a/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/BytesColumnReader.java b/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/BytesColumnReader.java
index 2cbdbdaa3ce92..92e3ba6f4c627 100644
--- a/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/BytesColumnReader.java
+++ b/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/BytesColumnReader.java
@@ -74,7 +74,7 @@ protected void readBatchFromDictionaryIds(
             int rowId, int num, WritableBytesVector column, WritableIntVector dictionaryIds) {
         for (int i = rowId; i < rowId + num; ++i) {
             if (!column.isNullAt(i)) {
-                byte[] bytes = dictionary.decodeToBinary(dictionaryIds.getInt(i)).getBytes();
+                byte[] bytes = dictionary.decodeToBinary(dictionaryIds.getInt(i)).getBytesUnsafe();
                 column.appendBytes(i, bytes, 0, bytes.length);
             }
         }
diff --git a/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/FixedLenBytesColumnReader.java b/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/FixedLenBytesColumnReader.java
index e82f68a17ce98..19f460cf23f9a 100644
--- a/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/FixedLenBytesColumnReader.java
+++ b/flink-formats/flink-parquet/src/main/java/org/apache/flink/formats/parquet/vector/reader/FixedLenBytesColumnReader.java
@@ -101,7 +101,7 @@ protected void readBatchFromDictionaryIds(
             WritableBytesVector bytesVector = (WritableBytesVector) column;
             for (int i = rowId; i < rowId + num; ++i) {
                 if (!bytesVector.isNullAt(i)) {
-                    byte[] v = dictionary.decodeToBinary(dictionaryIds.getInt(i)).getBytes();
+                    byte[] v = dictionary.decodeToBinary(dictionaryIds.getInt(i)).getBytesUnsafe();
                     bytesVector.appendBytes(i, v, 0, v.length);
                 }
             }