Acronis Backup: Recovery with reboot fails on Gen 2 Hyper-V VMs with Secure Boot

Symptoms

1. You have a Gen2 Hyper-V VM with Secure Boot enabled. 
2. You install Agent for Windows inside this VM and run an Entire machine backup 

3. You attempt to recover this VM from the backup. Recovery fails with one of the following messages:

   The activity has failed because the machine has been shut down unexpectedly.

   Activity 'Recovering volumes' failed. The activity has failed due to a planned restart of the operating system.