diff --git a/dev/deps/spark-deps-hadoop-2.2 b/dev/deps/spark-deps-hadoop-2.2
index afbdae0554535a629cdc1df3ee751e9b87c26bf1..9cbab3d895468440668f389d222a5327d208ba51 100644
--- a/dev/deps/spark-deps-hadoop-2.2
+++ b/dev/deps/spark-deps-hadoop-2.2
@@ -128,7 +128,7 @@ objenesis-2.1.jar
 opencsv-2.3.jar
 oro-2.0.8.jar
 osgi-resource-locator-1.0.1.jar
-paranamer-2.3.jar
+paranamer-2.6.jar
 parquet-column-1.8.1.jar
 parquet-common-1.8.1.jar
 parquet-encoding-1.8.1.jar
diff --git a/dev/deps/spark-deps-hadoop-2.3 b/dev/deps/spark-deps-hadoop-2.3
index adf3863f6718c1835f27126c21e98f0d36f0cbde..63ce6c66fd729f45abe84e39f3ff3ea502ffa3a8 100644
--- a/dev/deps/spark-deps-hadoop-2.3
+++ b/dev/deps/spark-deps-hadoop-2.3
@@ -135,7 +135,7 @@ objenesis-2.1.jar
 opencsv-2.3.jar
 oro-2.0.8.jar
 osgi-resource-locator-1.0.1.jar
-paranamer-2.3.jar
+paranamer-2.6.jar
 parquet-column-1.8.1.jar
 parquet-common-1.8.1.jar
 parquet-encoding-1.8.1.jar
diff --git a/dev/deps/spark-deps-hadoop-2.4 b/dev/deps/spark-deps-hadoop-2.4
index 88e6b3fca08a4d42cb308545588eddd9f1cc9fd6..122d5c27d0d453f2321bcc30258d7ceb1fef092c 100644
--- a/dev/deps/spark-deps-hadoop-2.4
+++ b/dev/deps/spark-deps-hadoop-2.4
@@ -135,7 +135,7 @@ objenesis-2.1.jar
 opencsv-2.3.jar
 oro-2.0.8.jar
 osgi-resource-locator-1.0.1.jar
-paranamer-2.3.jar
+paranamer-2.6.jar
 parquet-column-1.8.1.jar
 parquet-common-1.8.1.jar
 parquet-encoding-1.8.1.jar
diff --git a/dev/deps/spark-deps-hadoop-2.6 b/dev/deps/spark-deps-hadoop-2.6
index 15c5d9f205f258d1701b2b334872749fb060fcc4..776aabd1118a641cc3fd17280cc89c1fa05b65eb 100644
--- a/dev/deps/spark-deps-hadoop-2.6
+++ b/dev/deps/spark-deps-hadoop-2.6
@@ -143,7 +143,7 @@ objenesis-2.1.jar
 opencsv-2.3.jar
 oro-2.0.8.jar
 osgi-resource-locator-1.0.1.jar
-paranamer-2.3.jar
+paranamer-2.6.jar
 parquet-column-1.8.1.jar
 parquet-common-1.8.1.jar
 parquet-encoding-1.8.1.jar
diff --git a/dev/deps/spark-deps-hadoop-2.7 b/dev/deps/spark-deps-hadoop-2.7
index 77fb5370d98ba0c951e51760523ae9be509606d7..524e8240737ba3e896dd30e0ec53623511967aa5 100644
--- a/dev/deps/spark-deps-hadoop-2.7
+++ b/dev/deps/spark-deps-hadoop-2.7
@@ -144,7 +144,7 @@ objenesis-2.1.jar
 opencsv-2.3.jar
 oro-2.0.8.jar
 osgi-resource-locator-1.0.1.jar
-paranamer-2.3.jar
+paranamer-2.6.jar
 parquet-column-1.8.1.jar
 parquet-common-1.8.1.jar
 parquet-encoding-1.8.1.jar
diff --git a/pom.xml b/pom.xml
index 4f12085d044f8ca284ab884085ef5ff3e8a6816e..72e5442b87858ecfca3d2cc9df0668a9d697ae7a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -179,7 +179,7 @@
     <antlr4.version>4.5.3</antlr4.version>
     <jpam.version>1.1</jpam.version>
     <selenium.version>2.52.0</selenium.version>
-    <paranamer.version>2.8</paranamer.version>
+    <paranamer.version>2.6</paranamer.version>
     <maven-antrun.version>1.8</maven-antrun.version>
     <commons-crypto.version>1.0.0</commons-crypto.version>
 
@@ -1863,6 +1863,11 @@
           </exclusion>
         </exclusions>
       </dependency>
+      <dependency>
+        <groupId>com.thoughtworks.paranamer</groupId>
+        <artifactId>paranamer</artifactId>
+        <version>${paranamer.version}</version>
+      </dependency>
     </dependencies>
   </dependencyManagement>