Failure Modes in Machine Learning Systems

Ram Shankar Siva Kumar, David O Brien, Kendra Albert +2

In the last two years, more than 200 papers have been written on how machine learning (ML) systems can fail because of adversarial attacks on the algorithms and data; this number b…