I\'ve recently run into this problem after having used docker toolbox without a problem for a while.
Started happening after windows update?
Windows 10 Home - 64
I got the same error.
Checking Window's device manager, revealed a Virtualbox network adapter device with an exclamation mark.
The device's status stated that there was a signature problem for some reason.
I'm not encouraging anyone to ignore the warning, but I chose to do that :)
I turned off Window's signature verification using the method described in this link and I could finally use Virtualbox with a host-only adapter.
Note: this answer was duplicate. I've removed the other ones