diff --git a/csharp/src/Apache.Arrow.Flight/Apache.Arrow.Flight.csproj b/csharp/src/Apache.Arrow.Flight/Apache.Arrow.Flight.csproj
index eb6ddbdc8754..abc617df90df 100644
--- a/csharp/src/Apache.Arrow.Flight/Apache.Arrow.Flight.csproj
+++ b/csharp/src/Apache.Arrow.Flight/Apache.Arrow.Flight.csproj
@@ -8,7 +8,7 @@
     <PackageReference Include="Google.Protobuf" Version="3.31.1" />
     <PackageReference Include="Grpc.Net.Client" Version="2.65.0" />
     <PackageReference Include="Grpc.Tools" Version="2.72.0" PrivateAssets="All" />
-    <PackageReference Include="System.Memory" Version="4.6.0" />
+    <PackageReference Include="System.Memory" Version="4.6.3" />
   </ItemGroup>
 
   <ItemGroup Condition="'$(TargetFramework)'=='netstandard2.0'">
diff --git a/csharp/src/Apache.Arrow/Apache.Arrow.csproj b/csharp/src/Apache.Arrow/Apache.Arrow.csproj
index 301894f93708..70d81f82b094 100644
--- a/csharp/src/Apache.Arrow/Apache.Arrow.csproj
+++ b/csharp/src/Apache.Arrow/Apache.Arrow.csproj
@@ -12,11 +12,11 @@
   </PropertyGroup>
 
   <ItemGroup Condition="'$(TargetFrameworkIdentifier)' == '.NETStandard' or '$(TargetFramework)' == 'net462'">
-    <PackageReference Include="System.Buffers" Version="4.6.0" />
-    <PackageReference Include="System.Memory" Version="4.6.0" />
-    <PackageReference Include="System.Runtime.CompilerServices.Unsafe" Version="6.1.0" />
-    <PackageReference Include="System.Threading.Tasks.Extensions" Version="4.6.0" />
-    <PackageReference Include="System.ValueTuple" Version="4.5.0" />
+    <PackageReference Include="System.Buffers" Version="4.6.1" />
+    <PackageReference Include="System.Memory" Version="4.6.3" />
+    <PackageReference Include="System.Runtime.CompilerServices.Unsafe" Version="6.1.2" />
+    <PackageReference Include="System.Threading.Tasks.Extensions" Version="4.6.3" />
+    <PackageReference Include="System.ValueTuple" Version="4.6.1" />
   </ItemGroup>
 
   <ItemGroup>
diff --git a/csharp/test/Apache.Arrow.Flight.IntegrationTest/Apache.Arrow.Flight.IntegrationTest.csproj b/csharp/test/Apache.Arrow.Flight.IntegrationTest/Apache.Arrow.Flight.IntegrationTest.csproj
index 34030621b4bd..598ca6c19863 100644
--- a/csharp/test/Apache.Arrow.Flight.IntegrationTest/Apache.Arrow.Flight.IntegrationTest.csproj
+++ b/csharp/test/Apache.Arrow.Flight.IntegrationTest/Apache.Arrow.Flight.IntegrationTest.csproj
@@ -8,7 +8,7 @@
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="System.CommandLine" Version="2.0.0-beta4.22272.1" />
+    <PackageReference Include="System.CommandLine" Version="2.0.0-beta5.25306.1" />
     <PackageReference Include="System.Text.Json" Version="8.0.5" />
     <ProjectReference Include="..\..\src\Apache.Arrow.Flight\Apache.Arrow.Flight.csproj" />
     <ProjectReference Include="..\Apache.Arrow.Flight.TestWeb\Apache.Arrow.Flight.TestWeb.csproj" />
diff --git a/csharp/test/Apache.Arrow.IntegrationTest/Apache.Arrow.IntegrationTest.csproj b/csharp/test/Apache.Arrow.IntegrationTest/Apache.Arrow.IntegrationTest.csproj
index 2445151965dd..697197c7b78a 100644
--- a/csharp/test/Apache.Arrow.IntegrationTest/Apache.Arrow.IntegrationTest.csproj
+++ b/csharp/test/Apache.Arrow.IntegrationTest/Apache.Arrow.IntegrationTest.csproj
@@ -8,7 +8,7 @@
   </PropertyGroup>
 
   <ItemGroup>
-    <PackageReference Include="System.CommandLine" Version="2.0.0-beta1.21216.1" />
+    <PackageReference Include="System.CommandLine" Version="2.0.0-beta5.25306.1" />
     <PackageReference Include="System.Text.Json" Version="8.0.5" />
     <ProjectReference Include="..\..\src\Apache.Arrow.Compression\Apache.Arrow.Compression.csproj" />
     <ProjectReference Include="..\..\src\Apache.Arrow\Apache.Arrow.csproj" />