Generalized Likelihood Ratio Test for Adversarially Robust Hypothesis Testing

Bhagyashree Puranik, Upamanyu Madhow, Ramtin Pedarsani

Machine learning models are known to be susceptible to adversarial attacks which can cause misclassification by introducing small but well designed perturbations. In this paper, we…