diff --git a/jvm-packages/pom.xml b/jvm-packages/pom.xml
index 1acff2240..7655a7170 100644
--- a/jvm-packages/pom.xml
+++ b/jvm-packages/pom.xml
@@ -43,9 +43,9 @@
         <maven.wagon.http.retryHandler.count>5</maven.wagon.http.retryHandler.count>
         <log.capi.invocation>OFF</log.capi.invocation>
         <use.cuda>OFF</use.cuda>
-        <cudf.version>23.10.0</cudf.version>
-        <spark.rapids.version>23.10.0</spark.rapids.version>
-        <cudf.classifier>cuda11</cudf.classifier>
+        <cudf.version>23.12.1</cudf.version>
+        <spark.rapids.version>23.12.1</spark.rapids.version>
+        <cudf.classifier>cuda12</cudf.classifier>
         <scalatest.version>3.2.17</scalatest.version>
         <scala-collection-compat.version>2.11.0</scala-collection-compat.version>