A Cryptographic Perspective on Mitigation vs. Detection in Machine Learning

Greg Gluch, Shafi Goldwasser

In this paper, we initiate a cryptographically inspired theoretical study of detection versus mitigation of adversarial inputs produced by attackers on Machine Learning algorithms…