What version of VirtualBox are you trying to install?
You might want to try version 6.1,
https://www.virtualbox.org/
and make sure virtualization support is turned on in your BIOS.
Edit in: I was just re-reading your post and, no, virtualbox is not installed by default. IIRC, it was never installed by default, but I could be wrong.