diff --git a/dev/deps/spark-deps-hadoop-3-hive-2.3 b/dev/deps/spark-deps-hadoop-3-hive-2.3
index bebc63bae72bd..0c90a96f329b8 100644
--- a/dev/deps/spark-deps-hadoop-3-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3-hive-2.3
@@ -121,7 +121,7 @@ javassist/3.29.2-GA//javassist-3.29.2-GA.jar
 javax.jdo/3.2.0-m3//javax.jdo-3.2.0-m3.jar
 javolution/5.5.1//javolution-5.5.1.jar
 jaxb-runtime/2.3.2//jaxb-runtime-2.3.2.jar
-jcl-over-slf4j/2.0.9//jcl-over-slf4j-2.0.9.jar
+jcl-over-slf4j/2.0.10//jcl-over-slf4j-2.0.10.jar
 jdo-api/3.0.1//jdo-api-3.0.1.jar
 jdom2/2.0.6//jdom2-2.0.6.jar
 jersey-client/2.41//jersey-client-2.41.jar
@@ -146,7 +146,7 @@ json4s-jackson_2.13/3.7.0-M11//json4s-jackson_2.13-3.7.0-M11.jar
 json4s-scalap_2.13/3.7.0-M11//json4s-scalap_2.13-3.7.0-M11.jar
 jsr305/3.0.0//jsr305-3.0.0.jar
 jta/1.1//jta-1.1.jar
-jul-to-slf4j/2.0.9//jul-to-slf4j-2.0.9.jar
+jul-to-slf4j/2.0.10//jul-to-slf4j-2.0.10.jar
 kryo-shaded/4.0.2//kryo-shaded-4.0.2.jar
 kubernetes-client-api/6.9.1//kubernetes-client-api-6.9.1.jar
 kubernetes-client/6.9.1//kubernetes-client-6.9.1.jar
@@ -244,7 +244,7 @@ scala-parallel-collections_2.13/1.0.4//scala-parallel-collections_2.13-1.0.4.jar
 scala-parser-combinators_2.13/2.3.0//scala-parser-combinators_2.13-2.3.0.jar
 scala-reflect/2.13.12//scala-reflect-2.13.12.jar
 scala-xml_2.13/2.2.0//scala-xml_2.13-2.2.0.jar
-slf4j-api/2.0.9//slf4j-api-2.0.9.jar
+slf4j-api/2.0.10//slf4j-api-2.0.10.jar
 snakeyaml-engine/2.7//snakeyaml-engine-2.7.jar
 snakeyaml/2.2//snakeyaml-2.2.jar
 snappy-java/1.1.10.5//snappy-java-1.1.10.5.jar
diff --git a/pom.xml b/pom.xml
index 1938708fee950..95a70fbf91cb8 100644
--- a/pom.xml
+++ b/pom.xml
@@ -119,7 +119,7 @@
     <exec-maven-plugin.version>3.1.0</exec-maven-plugin.version>
     <sbt.project.name>spark</sbt.project.name>
     <asm.version>9.6</asm.version>
-    <slf4j.version>2.0.9</slf4j.version>
+    <slf4j.version>2.0.10</slf4j.version>
     <log4j.version>2.22.0</log4j.version>
     <!-- make sure to update IsolatedClientLoader whenever this version is changed -->
     <hadoop.version>3.3.6</hadoop.version>