If you try to pxe boot a windows 10 or server vNext Technical preview vm running on hyper-v in Windows server 2012 r2, you are greeted by a nice error message: Boot Failed. EFI Network. Failed Secure Boot Verification.
The simple fix
Until there is an update available turn off secure boot for the Gen 2 VM.