The vast majority of LANs do not do anything to prevent rogue DHCP servers.

Just to be clear, a “DHCP server” is a piece of software which can run anywhere (including a phone). Eg, if your friend’s phone has some malware and you let them use the wifi at your house, someone could be automatically doing this attack against your laptop while they’re there.