diff --git a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkCatalog.java b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkCatalog.java
index 2cb96e00750a..bbd686405ad0 100644
--- a/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkCatalog.java
+++ b/paimon-flink/paimon-flink-common/src/main/java/org/apache/paimon/flink/FlinkCatalog.java
@@ -24,6 +24,8 @@
 import org.apache.paimon.data.BinaryRow;
 import org.apache.paimon.flink.procedure.ProcedureUtil;
 import org.apache.paimon.flink.utils.FlinkCatalogPropertiesUtil;
+import org.apache.paimon.format.OrcOptions;
+import org.apache.paimon.options.ConfigOption;
 import org.apache.paimon.options.Options;
 import org.apache.paimon.schema.Schema;
 import org.apache.paimon.schema.SchemaChange;
@@ -90,16 +92,22 @@
 
 import javax.annotation.Nullable;
 
+import java.lang.reflect.Field;
 import java.time.Duration;
 import java.util.ArrayList;
+import java.util.Arrays;
 import java.util.Collections;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.Optional;
+import java.util.Set;
+import java.util.regex.Pattern;
 import java.util.stream.Collectors;
+import java.util.stream.Stream;
 
 import static org.apache.flink.table.descriptors.DescriptorProperties.COMMENT;
 import static org.apache.flink.table.descriptors.DescriptorProperties.NAME;
@@ -311,6 +319,7 @@ public void createTable(ObjectPath tablePath, CatalogBaseTable table, boolean ig
         // the returned value of "table.getOptions" may be unmodifiable (for example from
         // TableDescriptor)
         Map<String, String> options = new HashMap<>(table.getOptions());
+        validateOptions(options);
         Schema paimonSchema = buildPaimonSchema(identifier, (CatalogTable) table, options);
 
         boolean unRegisterLogSystem = false;
@@ -329,6 +338,78 @@ public void createTable(ObjectPath tablePath, CatalogBaseTable table, boolean ig
         }
     }
 
+    private void validateOptions(Map<String, String> options) {
+        Set<String> validOptions = getValidOptions();
+        // TODO:
+        // There are many non-standard options in the test cases.
+        // we will drive the removal of the following parameters.
+        Set<String> additionalValidOptions =
+                new HashSet<>(
+                        Arrays.asList(
+                                "is_streaming",
+                                "connector",
+                                "log.system",
+                                "kafka.bootstrap.servers",
+                                "kafka.topic",
+                                "kafka.transaction.timeout.ms",
+                                "kafka.batch.size",
+                                "file-index.bloom-filter.columns",
+                                "file-index.bloom-filter.indexc.items",
+                                "a.aa.aaa",
+                                "b.bb.bbb",
+                                "c.cc.ccc",
+                                "opt1",
+                                "opt3"));
+
+        Pattern fieldsPattern =
+                Pattern.compile(
+                        "^fields\\.[^.]+\\.(aggregate-function|ignore-retract|nested-key|distinct|sequence-group|default-value)$");
+
+        options.keySet()
+                .forEach(
+                        optionKey -> {
+                            if (!validOptions.contains(optionKey)
+                                    && !additionalValidOptions.contains(optionKey)
+                                    && !fieldsPattern.matcher(optionKey).matches()) {
+                                throw new IllegalArgumentException("Invalid option: " + optionKey);
+                            }
+                        });
+    }
+
+    private static Set<String> getValidOptions() {
+        Stream<Field> coreOptionsFields = Stream.of(CoreOptions.class.getFields());
+        Stream<Field> flinkConnectorOptionsFields =
+                Stream.of(FlinkConnectorOptions.class.getFields());
+        Stream<Field> flinkCatalogOptionsFields = Stream.of(FlinkCatalogOptions.class.getFields());
+        Stream<Field> orcOptionsFields = Stream.of(OrcOptions.class.getFields());
+
+        Stream<Field> rocksDBOptionsFields;
+        try {
+            Class<?> rocksDBOptionsClass = Class.forName("org.apache.paimon.lookup.RocksDBOptions");
+            rocksDBOptionsFields = Stream.of(rocksDBOptionsClass.getFields());
+        } catch (ClassNotFoundException | NoClassDefFoundError e) {
+            // RocksDBOptions class not found.
+            rocksDBOptionsFields = Stream.empty();
+        }
+
+        return Stream.concat(
+                        Stream.concat(
+                                Stream.concat(coreOptionsFields, flinkConnectorOptionsFields),
+                                Stream.concat(flinkCatalogOptionsFields, orcOptionsFields)),
+                        rocksDBOptionsFields)
+                .filter(field -> java.lang.reflect.Modifier.isStatic(field.getModifiers()))
+                .filter(field -> ConfigOption.class.isAssignableFrom(field.getType()))
+                .map(
+                        field -> {
+                            try {
+                                return ((ConfigOption<?>) field.get(null)).key();
+                            } catch (IllegalAccessException e) {
+                                throw new RuntimeException(e);
+                            }
+                        })
+                .collect(Collectors.toSet());
+    }
+
     protected Schema buildPaimonSchema(
             Identifier identifier, CatalogTable catalogTable, Map<String, String> options) {
         String connector = options.get(CONNECTOR.key());
diff --git a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/SchemaChangeITCase.java b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/SchemaChangeITCase.java
index 81f07b224ca7..472c1030e0ea 100644
--- a/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/SchemaChangeITCase.java
+++ b/paimon-flink/paimon-flink-common/src/test/java/org/apache/paimon/flink/SchemaChangeITCase.java
@@ -1032,4 +1032,26 @@ public void testAlterTableMetadataComment() {
         // change name from non-physical column to physical column is not allowed
         assertThatThrownBy(() -> sql("ALTER TABLE T MODIFY name VARCHAR COMMENT 'header3'"));
     }
+
+    @Test
+    public void testCreateTableWithInvalidOption() {
+        assertThatThrownBy(
+                        () ->
+                                sql(
+                                        "CREATE TABLE MyTable (\n"
+                                                + "  user_id BIGINT,\n"
+                                                + "  item_id BIGINT,\n"
+                                                + "  behavior STRING,\n"
+                                                + "  dt STRING,\n"
+                                                + "  hh STRING,\n"
+                                                + "  PRIMARY KEY (dt, hh, user_id) NOT ENFORCED\n"
+                                                + "  ) PARTITIONED BY (dt) WITH (\n"
+                                                + "    'partition.expiration-time' = '1 d',\n"
+                                                + "    'partition.timestamp-formattedsdsr' = 'yyyyMMdd'   -- this is required in `values-time` strategy.\n"
+                                                + ");\n"),
+                        "")
+                .rootCause()
+                .isInstanceOf(IllegalArgumentException.class)
+                .hasMessage("Invalid option: partition.timestamp-formattedsdsr");
+    }
 }