diff --git a/pom.xml b/pom.xml
index a0d9e44ca1634..6687c2807fab5 100644
--- a/pom.xml
+++ b/pom.xml
@@ -218,9 +218,13 @@
     <netty.version>4.1.114.Final</netty.version>
     <netty-tcnative.version>2.0.69.Final</netty-tcnative.version>
     <icu4j.version>76.1</icu4j.version>
-    <junit-jupiter.version>5.11.0</junit-jupiter.version>
-    <junit-platform.version>1.11.0</junit-platform.version>
-    <sbt-jupiter-interface.version>0.13.0</sbt-jupiter-interface.version>
+    <junit-jupiter.version>5.11.3</junit-jupiter.version>
+    <junit-platform.version>1.11.3</junit-platform.version>
+    <!--
+      SPARK-50299: When updating `sbt-jupiter-interface.version`,
+      also need to update the version in `SparkBuild.scala` and `plugins.sbt`.
+    -->
+    <sbt-jupiter-interface.version>0.13.1</sbt-jupiter-interface.version>
     <!--
     If you are changing Arrow version specification, please check
     ./python/pyspark/sql/pandas/utils.py, ./python/packaging/classic/setup.py
diff --git a/project/SparkBuild.scala b/project/SparkBuild.scala
index 0c1b1afbdc1c4..0626785f9d758 100644
--- a/project/SparkBuild.scala
+++ b/project/SparkBuild.scala
@@ -1714,7 +1714,7 @@ object TestSettings {
     (Test / testOptions) += Tests.Argument(TestFrameworks.ScalaTest, "-W", "120", "300"),
     (Test / testOptions) += Tests.Argument(TestFrameworks.JUnit, "-v", "-a"),
     // Enable Junit testing.
-    libraryDependencies += "net.aichler" % "jupiter-interface" % "0.11.1" % "test",
+    libraryDependencies += "com.github.sbt.junit" % "jupiter-interface" % "0.13.1" % "test",
     // `parallelExecutionInTest` controls whether test suites belonging to the same SBT project
     // can run in parallel with one another. It does NOT control whether tests execute in parallel
     // within the same JVM (which is controlled by `testForkedParallel`) or whether test cases
diff --git a/project/plugins.sbt b/project/plugins.sbt
index 48791607d7d29..8ae03c0995132 100644
--- a/project/plugins.sbt
+++ b/project/plugins.sbt
@@ -44,6 +44,6 @@ addSbtPlugin("com.simplytyped" % "sbt-antlr4" % "0.8.3")
 
 addSbtPlugin("com.github.sbt" % "sbt-pom-reader" % "2.4.0")
 
-addSbtPlugin("com.github.sbt.junit" % "sbt-jupiter-interface" % "0.13.0")
+addSbtPlugin("com.github.sbt.junit" % "sbt-jupiter-interface" % "0.13.1")
 
 addSbtPlugin("com.thesamet" % "sbt-protoc" % "1.0.7")