diff --git a/google-cloud-bigquery/pom.xml b/google-cloud-bigquery/pom.xml
index 6e226056b..37acecdeb 100644
--- a/google-cloud-bigquery/pom.xml
+++ b/google-cloud-bigquery/pom.xml
@@ -15,7 +15,6 @@
   </parent>
   <properties>
     <site.installationModule>google-cloud-bigquery</site.installationModule>
-    <netty.version>4.1.119.Final</netty.version>
   </properties>
   <dependencies>
     <dependency>
@@ -117,37 +116,6 @@
     <dependency>
       <groupId>org.apache.arrow</groupId>
       <artifactId>arrow-memory-netty</artifactId>
-      <!--
-      Due to JDK8 requirement, we are forced to use arrow version below v18
-      which has io.netty:netty-common a dep. and its vulnerabilities
-      -->
-      <exclusions>
-        <exclusion>
-          <groupId>io.netty</groupId>
-          <artifactId>netty-common</artifactId>
-        </exclusion>
-        <exclusion>
-          <groupId>io.netty</groupId>
-          <artifactId>netty-buffer</artifactId>
-        </exclusion>
-      </exclusions>
-      <scope>runtime</scope>
-    </dependency>
-    <!--
-    Define io.netty versions to override org.apache.arrow:arrow-memory-netty
-    transitive dependency versions which contains vulnerabilities.
-    -->
-    <dependency>
-      <groupId>io.netty</groupId>
-      <artifactId>netty-common</artifactId>
-      <version>${netty.version}</version>
-      <scope>runtime</scope>
-    </dependency>
-    <dependency>
-      <groupId>io.netty</groupId>
-      <artifactId>netty-buffer</artifactId>
-      <version>${netty.version}</version>
-      <scope>runtime</scope>
     </dependency>
 
     <!-- auto-value creates a class that uses an annotation from error_prone_annotations -->
@@ -290,6 +258,7 @@
               <fork>true</fork>
               <compilerArgs>
                 <arg>-J--add-opens=java.base/java.nio=org.apache.arrow.memory.core,ALL-UNNAMED</arg>
+                <arg>-J--add-opens=java.base/java.nio=java-base,ALL-UNNAMED</arg>
               </compilerArgs>
             </configuration>
           </plugin>
diff --git a/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/reflect-config.json b/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/reflect-config.json
index 8f6d928da..921440df6 100644
--- a/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/reflect-config.json
+++ b/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/reflect-config.json
@@ -29,9 +29,62 @@
     "name":"java.nio.DirectByteBuffer",
     "methods":[{"name":"<init>","parameterTypes":["long","int"] }]
   },
+
+  {
+    "name":"org.apache.arrow.memory.BaseAllocator",
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
+  },
+  {
+    "name":"org.apache.arrow.memory.BaseAllocator$Config",
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
+  },
+  {
+    "name":"org.apache.arrow.memory.DefaultAllocationManagerOption",
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
+  },
+  {
+    "name":"org.apache.arrow.memory.netty.NettyAllocationManager$1",
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
+  },
+  {
+    "name":"org.apache.arrow.memory.netty.DefaultAllocationManagerFactory",
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
+  },
+  {
+    "name":"org.apache.arrow.memory.DefaultAllocationManagerFactory",
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
+  },
+  {
+    "name":"org.apache.arrow.memory.RootAllocator",
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
+  },
   {
     "name":"org.apache.arrow.memory.DefaultAllocationManagerFactory",
-    "fields":[{"name":"FACTORY"}]
+    "allDeclaredFields":true,
+    "queryAllDeclaredFields":true,
+    "queryAllDeclaredMethods":true,
+    "queryAllDeclaredConstructors":true
   },
   {
     "name":"org.apache.arrow.vector.types.pojo.ArrowType",
@@ -50,6 +103,18 @@
     "allDeclaredFields":true,
     "queryAllDeclaredMethods":true
   },
+  {
+    "name": "org.apache.arrow.vector.types.pojo.DictionaryEncoding",
+    "allDeclaredFields": true
+  },
+  {
+    "name": "org.apache.arrow.vector.types.pojo.Field",
+    "allDeclaredFields": true
+  },
+  {
+    "name": "org.apache.arrow.vector.types.pojo.Schema",
+    "allDeclaredFields": true
+  },
   {
     "name":"io.netty.buffer.AbstractReferenceCountedByteBuf",
     "fields":[{"name":"refCnt"}]
diff --git a/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/resource-config.json b/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/resource-config.json
index dfdcc58c4..c4710244e 100644
--- a/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/resource-config.json
+++ b/google-cloud-bigquery/src/main/resources/META-INF/native-image/com.google.cloud/google-cloud-bigquery/resource-config.json
@@ -1,6 +1,26 @@
 {
   "resources":{
-    "includes":[{
-      "pattern":"\\Qorg/apache/arrow/memory/DefaultAllocationManagerFactory.class\\E"
-    }]}
+    "includes":[
+      {
+        "pattern":"\\Qorg/apache/arrow/memory/DefaultAllocationManagerFactory.class\\E"
+      },
+      {
+        "pattern":"\\Qorg/apache/arrow/memory/netty/DefaultAllocationManagerFactory.class\\E"
+      },
+      {
+        "pattern":"\\Qorg/apache/arrow/memory/unsafe/DefaultAllocationManagerFactory.class\\E"
+      }
+    ]
+  },
+  "globs":[
+      {
+        "glob": "org/apache/arrow/memory/DefaultAllocationManagerFactory.class"
+      },
+      {
+        "glob": "org/apache/arrow/memory/netty/DefaultAllocationManagerFactory.class"
+      },
+      {
+        "glob": "org/apache/arrow/memory/unsafe/DefaultAllocationManagerFactory.class"
+      }
+   ]
 }
\ No newline at end of file