diff --git a/nixos/tests/virtualbox.nix b/nixos/tests/virtualbox.nix
index 5574293ba377..249571fcedec 100644
--- a/nixos/tests/virtualbox.nix
+++ b/nixos/tests/virtualbox.nix
@@ -43,6 +43,9 @@ let
       "init=${pkgs.writeScript "mini-init.sh" miniInit}"
     ];
 
+    # XXX: Remove this once TSS location detection has been fixed in VirtualBox
+    boot.kernelPackages = pkgs.linuxPackages_4_9;
+
     fileSystems."/" = {
       device = "vboxshare";
       fsType = "vboxsf";