diff --git a/dev/deps/spark-deps-hadoop-3-hive-2.3 b/dev/deps/spark-deps-hadoop-3-hive-2.3
index 53ab9ade891d7..a1b9d66f66579 100644
--- a/dev/deps/spark-deps-hadoop-3-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3-hive-2.3
@@ -188,11 +188,11 @@ leveldbjni-all/1.8//leveldbjni-all-1.8.jar
 libfb303/0.9.3//libfb303-0.9.3.jar
 libthrift/0.16.0//libthrift-0.16.0.jar
 listenablefuture/9999.0-empty-to-avoid-conflict-with-guava//listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar
-log4j-1.2-api/2.24.2//log4j-1.2-api-2.24.2.jar
-log4j-api/2.24.2//log4j-api-2.24.2.jar
-log4j-core/2.24.2//log4j-core-2.24.2.jar
-log4j-layout-template-json/2.24.2//log4j-layout-template-json-2.24.2.jar
-log4j-slf4j2-impl/2.24.2//log4j-slf4j2-impl-2.24.2.jar
+log4j-1.2-api/2.24.3//log4j-1.2-api-2.24.3.jar
+log4j-api/2.24.3//log4j-api-2.24.3.jar
+log4j-core/2.24.3//log4j-core-2.24.3.jar
+log4j-layout-template-json/2.24.3//log4j-layout-template-json-2.24.3.jar
+log4j-slf4j2-impl/2.24.3//log4j-slf4j2-impl-2.24.3.jar
 logging-interceptor/3.12.12//logging-interceptor-3.12.12.jar
 lz4-java/1.8.0//lz4-java-1.8.0.jar
 metrics-core/4.2.29//metrics-core-4.2.29.jar
diff --git a/pom.xml b/pom.xml
index 36d9a3dcb1298..bfbfdeebd1eb2 100644
--- a/pom.xml
+++ b/pom.xml
@@ -121,7 +121,7 @@
     <sbt.project.name>spark</sbt.project.name>
     <asm.version>9.7.1</asm.version>
     <slf4j.version>2.0.16</slf4j.version>
-    <log4j.version>2.24.2</log4j.version>
+    <log4j.version>2.24.3</log4j.version>
     <!-- make sure to update IsolatedClientLoader whenever this version is changed -->
     <hadoop.version>3.4.1</hadoop.version>
     <!-- SPARK-41247: When updating `protobuf.version`, also need to update `protoVersion` in `SparkBuild.scala` -->