I just upgraded my laptop from Windows 7 to Windows 10 and found that I am unable to start Virtualbox VMs configured with a bridged adapter.
See the configuration below:
I solved it with similar way to @Khalil's but I attched to 'Bridged Adapter' instead of 'Host-only Adapter'. Here is more detail with screenshots.