This worked for me using GenyMotion 2.0.3 and VirtualBox 4.3.6. My problem was I have an existing host-only adaptor that is used by Vagrant. I can't simply delete it, it will trash my Vagrant VM.
Create a new host-only adaptor in the Virtual Box global settings.
Give it a separate address space from any existing host-only adaptors. For example, I set mine up as follows, where I also have a vboxnet0 (used by Vagrant) that uses 192.168.56.x
name: vboxnet1
IPV4 address: 192.168.57.1
mask: 255.255.255.0
DHCP:
address 192.168.57.100
mask: 255.255.255.0
low bounds: 192.168.57.101
high bound: 192.168.57.254
Then, edit your existing GenyMotion VM to use this host-only adaptor, and restart it from GenyMotion.
Good luck!
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