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It seems the issue of creating VMs in a private network was caused by a failure in neutron’s configuration: configuration in /etc/neutron/plugins/ml2/linuxbridge_agent.ini should have used eth1 (physical_interface_mappings variable) and the local ip should have been 10.0.0.31 (local_ip variable).

I was using eth0 (Brigde adapter, open to internet in VirtualBox) and 10.0.0.11 IP (controller IP).