Pitfalls of using ML for Fighting Online Abuse | David Freeman, Facebook | EGG SF 2019

Fighting fake registrations, phishing, spam and other types of abuse on the consumer web is anything but a textbook process. In this talk, David Freeman, Research Engineer at Facebook, explains how machine learning is typically used to solve abuse problems, discusses challenges that arise, and describes some approaches that can be implemented to produce robust, scalable systems.