diff --git a/jvm-packages/pom.xml b/jvm-packages/pom.xml
index dc47b74ae590..a6839b081e15 100644
--- a/jvm-packages/pom.xml
+++ b/jvm-packages/pom.xml
@@ -39,7 +39,7 @@
         <spark.version.gpu>3.4.1</spark.version.gpu>
         <scala.version>2.12.18</scala.version>
         <scala.binary.version>2.12</scala.binary.version>
-        <hadoop.version>3.3.6</hadoop.version>
+        <hadoop.version>3.4.0</hadoop.version>
         <maven.wagon.http.retryHandler.count>5</maven.wagon.http.retryHandler.count>
         <log.capi.invocation>OFF</log.capi.invocation>
         <use.cuda>OFF</use.cuda>