diff --git a/core/pom.xml b/core/pom.xml
index 6468f500db046..3650bc89fa624 100644
--- a/core/pom.xml
+++ b/core/pom.xml
@@ -399,7 +399,7 @@
     <dependency>
       <groupId>net.razorvine</groupId>
       <artifactId>pickle</artifactId>
-      <version>1.3</version>
+      <version>1.5</version>
     </dependency>
     <dependency>
       <groupId>net.sf.py4j</groupId>
diff --git a/dev/deps/spark-deps-hadoop-3-hive-2.3 b/dev/deps/spark-deps-hadoop-3-hive-2.3
index 8ab76b5787b8c..4585b534e9082 100644
--- a/dev/deps/spark-deps-hadoop-3-hive-2.3
+++ b/dev/deps/spark-deps-hadoop-3-hive-2.3
@@ -241,7 +241,7 @@ parquet-encoding/1.13.1//parquet-encoding-1.13.1.jar
 parquet-format-structures/1.13.1//parquet-format-structures-1.13.1.jar
 parquet-hadoop/1.13.1//parquet-hadoop-1.13.1.jar
 parquet-jackson/1.13.1//parquet-jackson-1.13.1.jar
-pickle/1.3//pickle-1.3.jar
+pickle/1.5//pickle-1.5.jar
 py4j/0.10.9.7//py4j-0.10.9.7.jar
 remotetea-oncrpc/1.1.2//remotetea-oncrpc-1.1.2.jar
 rocksdbjni/8.11.4//rocksdbjni-8.11.4.jar