diff --git a/dev/deps/spark-deps-hadoop-2-hive-2.3 b/dev/deps/spark-deps-hadoop-2-hive-2.3
index 8154bae6b778d..faf86376e9488 100644
--- a/dev/deps/spark-deps-hadoop-2-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-2-hive-2.3
@@ -241,7 +241,7 @@ scala-compiler/2.12.16//scala-compiler-2.12.16.jar
 scala-library/2.12.16//scala-library-2.12.16.jar
 scala-parser-combinators_2.12/1.1.2//scala-parser-combinators_2.12-1.1.2.jar
 scala-reflect/2.12.16//scala-reflect-2.12.16.jar
-scala-xml_2.12/1.2.0//scala-xml_2.12-1.2.0.jar
+scala-xml_2.12/2.1.0//scala-xml_2.12-2.1.0.jar
 shims/0.9.31//shims-0.9.31.jar
 slf4j-api/1.7.36//slf4j-api-1.7.36.jar
 snakeyaml/1.31//snakeyaml-1.31.jar
diff --git a/dev/deps/spark-deps-hadoop-3-hive-2.3 b/dev/deps/spark-deps-hadoop-3-hive-2.3
index 47bacaf33dd88..7a73deb019ac4 100644
--- a/dev/deps/spark-deps-hadoop-3-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3-hive-2.3
@@ -228,7 +228,7 @@ scala-compiler/2.12.16//scala-compiler-2.12.16.jar
 scala-library/2.12.16//scala-library-2.12.16.jar
 scala-parser-combinators_2.12/1.1.2//scala-parser-combinators_2.12-1.1.2.jar
 scala-reflect/2.12.16//scala-reflect-2.12.16.jar
-scala-xml_2.12/1.2.0//scala-xml_2.12-1.2.0.jar
+scala-xml_2.12/2.1.0//scala-xml_2.12-2.1.0.jar
 shims/0.9.31//shims-0.9.31.jar
 slf4j-api/1.7.36//slf4j-api-1.7.36.jar
 snakeyaml/1.31//snakeyaml-1.31.jar
diff --git a/pom.xml b/pom.xml
index b6d3134fa3440..0350ff793d2dd 100644
--- a/pom.xml
+++ b/pom.xml
@@ -398,12 +398,12 @@
     </dependency>
     <dependency>
       <groupId>org.scalatestplus</groupId>
-      <artifactId>scalacheck-1-15_${scala.binary.version}</artifactId>
+      <artifactId>scalacheck-1-16_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
       <groupId>org.scalatestplus</groupId>
-      <artifactId>mockito-4-5_${scala.binary.version}</artifactId>
+      <artifactId>mockito-4-6_${scala.binary.version}</artifactId>
       <scope>test</scope>
     </dependency>
     <dependency>
@@ -1109,12 +1109,18 @@
       <dependency>
         <groupId>org.scala-lang.modules</groupId>
         <artifactId>scala-xml_${scala.binary.version}</artifactId>
-        <version>1.2.0</version>
+        <version>2.1.0</version>
       </dependency>
       <dependency>
         <groupId>org.scala-lang</groupId>
         <artifactId>scala-compiler</artifactId>
         <version>${scala.version}</version>
+        <exclusions>
+          <exclusion>
+            <groupId>org.scala-lang.modules</groupId>
+            <artifactId>scala-xml_2.12</artifactId>
+          </exclusion>
+        </exclusions>
       </dependency>
       <dependency>
         <groupId>org.scala-lang</groupId>
@@ -1139,37 +1145,38 @@
       <dependency>
         <groupId>org.scalatest</groupId>
         <artifactId>scalatest_${scala.binary.version}</artifactId>
-        <version>3.3.0-SNAP3</version>
+        <version>3.2.13</version>
         <scope>test</scope>
       </dependency>
       <dependency>
         <groupId>org.scalatestplus</groupId>
-        <artifactId>scalacheck-1-15_${scala.binary.version}</artifactId>
-        <version>3.3.0.0-SNAP3</version>
+        <artifactId>scalacheck-1-16_${scala.binary.version}</artifactId>
+        <version>3.2.13.0</version>
         <scope>test</scope>
       </dependency>
       <dependency>
         <groupId>org.scalatestplus</groupId>
-        <artifactId>mockito-4-5_${scala.binary.version}</artifactId>
-        <version>3.2.12.0</version>
+        <artifactId>mockito-4-6_${scala.binary.version}</artifactId>
+        <version>3.2.13.0</version>
         <scope>test</scope>
       </dependency>
+      <!-- TODO(SPARK-40397): Migrate selenium-java from 3.1 to 4.2 and upgrade this to 3.2.13.0 -->
       <dependency>
         <groupId>org.scalatestplus</groupId>
         <artifactId>selenium-3-141_${scala.binary.version}</artifactId>
-        <version>3.3.0.0-SNAP3</version>
+        <version>3.2.10.0</version>
         <scope>test</scope>
       </dependency>
       <dependency>
         <groupId>org.mockito</groupId>
         <artifactId>mockito-core</artifactId>
-        <version>4.5.1</version>
+        <version>4.6.1</version>
         <scope>test</scope>
       </dependency>
       <dependency>
         <groupId>org.mockito</groupId>
         <artifactId>mockito-inline</artifactId>
-        <version>4.5.1</version>
+        <version>4.6.1</version>
         <scope>test</scope>
       </dependency>
       <dependency>
@@ -1181,7 +1188,7 @@
       <dependency>
         <groupId>org.scalacheck</groupId>
         <artifactId>scalacheck_${scala.binary.version}</artifactId>
-        <version>1.15.4</version>
+        <version>1.16.0</version>
         <scope>test</scope>
       </dependency>
       <dependency>