diff --git a/jvm-packages/pom.xml b/jvm-packages/pom.xml
index eedc6c9a053d..09840c31ee39 100644
--- a/jvm-packages/pom.xml
+++ b/jvm-packages/pom.xml
@@ -45,7 +45,7 @@
         <log.capi.invocation>OFF</log.capi.invocation>
         <use.cuda>OFF</use.cuda>
         <cudf.version>24.04.0</cudf.version>
-        <spark.rapids.version>24.04.0</spark.rapids.version>
+        <spark.rapids.version>24.04.1</spark.rapids.version>
         <cudf.classifier>cuda12</cudf.classifier>
         <scalatest.version>3.2.18</scalatest.version>
         <scala-collection-compat.version>2.12.0</scala-collection-compat.version>