diff --git a/LICENSE-binary b/LICENSE-binary
index 6f6bf9db5448..6ce7249e02e3 100644
--- a/LICENSE-binary
+++ b/LICENSE-binary
@@ -479,7 +479,6 @@ dev.ludovic.netlib:blas
 dev.ludovic.netlib:arpack
 dev.ludovic.netlib:lapack
 net.razorvine:pickle
-org.bouncycastle:bcprov-jdk18on
 org.checkerframework:checker-qual
 org.typelevel:algebra_2.13:jar
 org.typelevel:cats-kernel_2.13
diff --git a/assembly/pom.xml b/assembly/pom.xml
index 3a6b73b4522d..69480bbdd4f8 100644
--- a/assembly/pom.xml
+++ b/assembly/pom.xml
@@ -136,16 +136,6 @@
       <artifactId>guava</artifactId>
       <scope>${hadoop.deps.scope}</scope>
     </dependency>
-
-    <!--
-      SPARK-51311: HDFS-15098 (3.4.0) adds hard dependency on bcprov-jdk18on, Spark fails to submit
-      to Kerberized cluster without this dependency, until HADOOP-19152 (3.5.0, unreleased)
-      -->
-    <dependency>
-      <groupId>org.bouncycastle</groupId>
-      <artifactId>bcprov-jdk18on</artifactId>
-      <scope>${hadoop.deps.scope}</scope>
-    </dependency>
   </dependencies>
 
   <build>
diff --git a/dev/deps/spark-deps-hadoop-3-hive-2.3 b/dev/deps/spark-deps-hadoop-3-hive-2.3
index c57e6088a950..b5d4875736cd 100644
--- a/dev/deps/spark-deps-hadoop-3-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3-hive-2.3
@@ -27,7 +27,6 @@ avro/1.12.0//avro-1.12.0.jar
 azure-data-lake-store-sdk/2.3.9//azure-data-lake-store-sdk-2.3.9.jar
 azure-keyvault-core/1.0.0//azure-keyvault-core-1.0.0.jar
 azure-storage/7.0.1//azure-storage-7.0.1.jar
-bcprov-jdk18on/1.81//bcprov-jdk18on-1.81.jar
 blas/3.0.4//blas-3.0.4.jar
 breeze-macros_2.13/2.1.0//breeze-macros_2.13-2.1.0.jar
 breeze_2.13/2.1.0//breeze_2.13-2.1.0.jar
diff --git a/licenses-binary/LICENSE-bouncycastle.txt b/licenses-binary/LICENSE-bouncycastle.txt
deleted file mode 100644
index 05881eff6381..000000000000
--- a/licenses-binary/LICENSE-bouncycastle.txt
+++ /dev/null
@@ -1,13 +0,0 @@
-Copyright (c) 2000-2024 The Legion of the Bouncy Castle Inc. (https://www.bouncycastle.org).
-Permission is hereby granted, free of charge, to any person obtaining a copy of this software and
-associated documentation files (the "Software"), to deal in the Software without restriction,
-including without limitation the rights to use, copy, modify, merge, publish, distribute,
-sub license, and/or sell copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions: The above copyright notice and this
-permission notice shall be included in all copies or substantial portions of the Software.
-
-**THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT
-NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
-NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
-DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT
-OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.**
\ No newline at end of file