diff --git a/java/flight/flight-core/pom.xml b/java/flight/flight-core/pom.xml
index 8f41d2b65b7..6c019ffbd4b 100644
--- a/java/flight/flight-core/pom.xml
+++ b/java/flight/flight-core/pom.xml
@@ -151,7 +151,7 @@
           issues in the arrow-tools tests looking up FlatBuffer
           dependencies.
          -->
-        <version>3.2.4</version>
+        <version>3.5.1</version>
         <executions>
           <execution>
             <id>shade-main</id>
diff --git a/java/vector/pom.xml b/java/vector/pom.xml
index 17d8f312a52..ee3010dacde 100644
--- a/java/vector/pom.xml
+++ b/java/vector/pom.xml
@@ -180,7 +180,7 @@
           issues in the arrow-tools tests looking up FlatBuffer
           dependencies.
          -->
-        <version>3.2.4</version>
+        <version>3.5.1</version>
         <executions>
           <execution>
             <phase>package</phase>