diff --git a/flink-cdc-base/src/main/java/com/ververica/cdc/connectors/base/source/meta/split/SourceSplitSerializer.java b/flink-cdc-base/src/main/java/com/ververica/cdc/connectors/base/source/meta/split/SourceSplitSerializer.java
index 140b026768a..378ea21cfb9 100644
--- a/flink-cdc-base/src/main/java/com/ververica/cdc/connectors/base/source/meta/split/SourceSplitSerializer.java
+++ b/flink-cdc-base/src/main/java/com/ververica/cdc/connectors/base/source/meta/split/SourceSplitSerializer.java
@@ -70,7 +70,7 @@ public byte[] serialize(SourceSplitBase split) throws IOException {
             boolean useCatalogBeforeSchema =
                     SerializerUtils.shouldUseCatalogBeforeSchema(snapshotSplit.getTableId());
             out.writeBoolean(useCatalogBeforeSchema);
-            out.writeUTF(snapshotSplit.getTableId().toString());
+            out.writeUTF(snapshotSplit.getTableId().toDoubleQuotedString());
             out.writeUTF(snapshotSplit.splitId());
             out.writeUTF(snapshotSplit.getSplitKeyType().asSerializableString());
 
diff --git a/flink-cdc-base/src/test/java/com/ververica/cdc/connectors/base/source/meta/split/SourceSplitSerializerTest.java b/flink-cdc-base/src/test/java/com/ververica/cdc/connectors/base/source/meta/split/SourceSplitSerializerTest.java
new file mode 100644
index 00000000000..978c13804e3
--- /dev/null
+++ b/flink-cdc-base/src/test/java/com/ververica/cdc/connectors/base/source/meta/split/SourceSplitSerializerTest.java
@@ -0,0 +1,97 @@
+/*
+ * Copyright 2023 Ververica Inc.
+ *
+ * Licensed 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 com.ververica.cdc.connectors.base.source.meta.split;
+
+import org.apache.flink.table.types.logical.BigIntType;
+import org.apache.flink.table.types.logical.RowType;
+
+import com.ververica.cdc.connectors.base.source.meta.offset.Offset;
+import com.ververica.cdc.connectors.base.source.meta.offset.OffsetFactory;
+import io.debezium.relational.TableId;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.util.Collections;
+import java.util.HashMap;
+import java.util.Map;
+
+import static org.junit.Assert.assertEquals;
+
+/** Tests for {@link SourceSplitSerializer}. */
+public class SourceSplitSerializerTest {
+
+    @Test
+    public void testSnapshotTableIdSerializeAndDeserialize() throws IOException {
+        SnapshotSplit snapshotSplitBefore =
+                new SnapshotSplit(
+                        new TableId("cata`log\"", "s\"che`ma", "ta\"ble.1`"),
+                        "test",
+                        new RowType(
+                                Collections.singletonList(
+                                        new RowType.RowField("id", new BigIntType()))),
+                        null,
+                        null,
+                        null,
+                        new HashMap<>());
+
+        SourceSplitSerializer sourceSplitSerializer =
+                new SourceSplitSerializer() {
+                    @Override
+                    public OffsetFactory getOffsetFactory() {
+                        return new OffsetFactory() {
+                            @Override
+                            public Offset newOffset(Map<String, String> offset) {
+                                return null;
+                            }
+
+                            @Override
+                            public Offset newOffset(String filename, Long position) {
+                                return null;
+                            }
+
+                            @Override
+                            public Offset newOffset(Long position) {
+                                return null;
+                            }
+
+                            @Override
+                            public Offset createTimestampOffset(long timestampMillis) {
+                                return null;
+                            }
+
+                            @Override
+                            public Offset createInitialOffset() {
+                                return null;
+                            }
+
+                            @Override
+                            public Offset createNoStoppingOffset() {
+                                return null;
+                            }
+                        };
+                    }
+                };
+
+        SnapshotSplit snapshotSplitAfter =
+                (SnapshotSplit)
+                        sourceSplitSerializer.deserialize(
+                                sourceSplitSerializer.getVersion(),
+                                sourceSplitSerializer.serialize(snapshotSplitBefore));
+
+        assertEquals(snapshotSplitBefore.getTableId(), snapshotSplitAfter.getTableId());
+    }
+}