Modern Software : Security of Machine Learning Systems

When we productionalize machine learning systems, we are taking our models and injecting them squarely into our production systems. It is astonishing how rarely the topic of security crosses anyone's mind with respect to these models, the training process and what it means for often inexplicable systems that have an increasing bearing on our lives.