I think this is a feature of Windows 10's 'Smartscreen' feature, which I noticed was installed in the recent v1607 (Anniversary) update.
I keep getting warnings recently my virus scanning is not up to scratch (it is) and I need to turn on Smartscreen. You may be on to something there.