"FATAL: Module vboxdrv not found in directory /lib/modules/4.10.0-20-generic"

Solution 1:

Try do reinstall "virtualbox-dkms"

sudo apt install --reinstall virtualbox-dkms

Solution 2:

For me, reinstalling virtualbox-dkms always gave an error. It was my first time upgrading the kernel, and hadn't upgraded the headers. I needed to also do

sudo aptitude install linux-headers-`uname -r`

and not accept it's first solution (which was to actually do nothing), but accept the second solution which was to upgrade some further library. After that, then

sudo apt install --reinstall virtualbox-dkms

worked for me.