Boot Time Protection causing issues in Windows 10

If the 'Boot Time Protection' option is set to 'Normal', Windows 10 gets stuck on the Sign-in screen. If it does get through the Sign-in screen, then everything gets completely stuck and you can't do anything. I used to have 'Boot Time Protection' set to 'Normal' in Windows 8.1 and never had such issue.