Quantifying and Understanding Adversarial Examples in Discrete Input Spaces

Volodymyr Kuleshov, Evgenii Nikishin, Shantanu Thakoor +2

Modern classification algorithms are susceptible to adversarial examples--perturbations to inputs that cause the algorithm to produce undesirable behavior. In this work, we seek to…