The Top 10 Risks of Machine Learning Security
Gary E. McGraw, Richie Bonett, Victor Shepardson, Harold Figueroa · Computer · 2020
Our recent architectural risk analysis of machine learning systems identified 78 particular risks associated with nine specific components found in most machine learning systems. In this article, we describe and discuss the 10 most important security risks of those 78.