Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey

Samuel Henrique Silva, Peyman Najafirad

As we seek to deploy machine learning models beyond virtual and controlled domains, it is critical to analyze not only the accuracy or the fact that it works most of the time, but…