diff --git a/java/flight/flight-jdbc-driver/jdbc-spotbugs-exclude.xml b/java/flight/flight-jdbc-driver/jdbc-spotbugs-exclude.xml
index c257b39ea2bf7..af75d70425cb4 100644
--- a/java/flight/flight-jdbc-driver/jdbc-spotbugs-exclude.xml
+++ b/java/flight/flight-jdbc-driver/jdbc-spotbugs-exclude.xml
@@ -1,4 +1,14 @@
 <?xml version="1.0" encoding="UTF-8"?>
+<!-- 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. -->
 
 <FindBugsFilter>
     <!--  These elements are supposed to be mutable  -->
diff --git a/java/flight/flight-jdbc-driver/pom.xml b/java/flight/flight-jdbc-driver/pom.xml
index 480055e95f030..34c228439983c 100644
--- a/java/flight/flight-jdbc-driver/pom.xml
+++ b/java/flight/flight-jdbc-driver/pom.xml
@@ -225,10 +225,13 @@
                                     <pattern>org.</pattern>
                                     <shadedPattern>cfjd.org.</shadedPattern>
                                     <excludes>
-                                        <exclude>org.apache.arrow.driver.**</exclude>
-                                        <exclude>org.apache.arrow.flight.**</exclude>
-                                        <exclude>org.apache.arrow.flight</exclude>
+                                        <exclude>org.apache.arrow.driver.jdbc.**</exclude>
                                         <exclude>org.slf4j.**</exclude>
+                                        <!-- Avoid shading Flight JDBC Properties -->
+                                        <exclude>org.apache.arrow.flight.name</exclude>
+                                        <exclude>org.apache.arrow.flight.version</exclude>
+                                        <exclude>org.apache.arrow.flight.jdbc-driver.name</exclude>
+                                        <exclude>org.apache.arrow.flight.jdbc-driver.version</exclude>
                                     </excludes>
                                 </relocation>
                                 <relocation>