diff --git a/jvm-packages/pom.xml b/jvm-packages/pom.xml
index 0e6df7d11..16e01395d 100644
--- a/jvm-packages/pom.xml
+++ b/jvm-packages/pom.xml
@@ -427,7 +427,7 @@
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
                 <artifactId>maven-surefire-plugin</artifactId>
-                <version>2.19.1</version>
+                <version>2.22.2</version>
                 <configuration>
                     <skipTests>false</skipTests>
                     <useSystemClassLoader>false</useSystemClassLoader>