Rouge DHCP Server

I have a rouge machine handing out DHCP addresses for a non-existant subnet. I have checked the existing DHCP servers for this pool. I think there might be a workstation running some sort of DHCP service app. How do find this rouge DHCP server? Is there any utilities that can help?