ML to blocklists: the next five years of the arms race between fraud and detection and what the arms race really looks like.
A text file was the most dominant method of detecting an online scam in 2003. The state of the art was blocklists: lists of known-bad domains, IP addresses, and email senders. Teams of human analysts regularly updated them...