Was able to resolve this issue. Virtualbox 5.1 was having some issues with the Secure boot option on my Ubuntu machine. Reverting to VB5.0 version fixed the above error. I also ran into another issue, wherein I had to enable Intel Virtualization on my BIOS for Bosh to succeed in creating Virtualbox VMs. Stackoverflow has some useful posts on each of these issues.