Group-based Robustness: A General Framework for Customized Robustness in the Real World

Weiran Lin, Keane Lucas, Neo Eyal +3

Machine-learning models are known to be vulnerable to evasion attacks that perturb model inputs to induce misclassifications. In this work, we identify real-world scenarios where t…