Você teria que definir o IP da máquina virtual manualmente ou ativar o servidor dhcp do VB. Na documentação :
For host-only networking, like with internal networking, you may find the DHCP
server useful that is built into VirtualBox. This can be enabled to then
manage the IP addresses in the host-only network since otherwise you would
need to configure all IP addresses statically.