Mitigating Black-Box Score-Based Query Attacks via Gradient Confusion

Ali Javeri, Javad Hezareh, Radin Shahdaei +1

Score-based black-box adversarial attacks pose a serious threat to deployed machine learning systems by exploiting repeated model queries to craft adversarial examples, requiring n…