diff --git a/server/driver_tidb.go b/server/driver_tidb.go
index 016561b2b18cd..7ad9a5b52d681 100644
--- a/server/driver_tidb.go
+++ b/server/driver_tidb.go
@@ -83,7 +83,12 @@ func (ts *TiDBStatement) AppendParam(paramID int, data []byte) error {
 	if paramID >= len(ts.boundParams) {
 		return mysql.NewErr(mysql.ErrWrongArguments, "stmt_send_longdata")
 	}
-	ts.boundParams[paramID] = append(ts.boundParams[paramID], data...)
+	// If len(data) is 0, append an empty byte slice to the end to distinguish no data and no parameter.
+	if len(data) == 0 {
+		ts.boundParams[paramID] = []byte{}
+	} else {
+		ts.boundParams[paramID] = append(ts.boundParams[paramID], data...)
+	}
 	return nil
 }