diff --git a/build.psm1 b/build.psm1
index 0fa92ed2ad..57e56a0619 100644
--- a/build.psm1
+++ b/build.psm1
@@ -695,7 +695,26 @@ function Restore-PSPackage
 
         $ProjectDirs | ForEach-Object {
             Write-Log "Run dotnet restore $_ $RestoreArguments"
-            Start-NativeExecution { dotnet restore $_ $RestoreArguments }
+            $retryCount = 0
+            $maxTries = 5
+            while($retryCount -lt $maxTries)
+            {
+                try
+                {
+                    Start-NativeExecution { dotnet restore $_ $RestoreArguments }
+                }
+                catch
+                {
+                    Write-Log "Failed to restore $_, retrying..."
+                    $retryCount++
+                    if($retryCount -ge $maxTries)
+                    {
+                        throw
+                    }
+                }
+
+                break
+            }
         }
     }
 }