Does this mean I shouldn't run dhcp servers? Or is even my laptop running a dhcp client going to have a bad time?
Notably, attackers in an unhardened network can reply to DHCP clients themselves, even if there's already a DHCP server on the network. So it's not just the sysadmin who can exploit this, but anyone on the same network (broadcast domain) as the vulnerable DHCP client.