Identifying Adversary Characteristics from an Observed Attack

Soyon Choi, Scott Alfeld, Meiyi Ma

When used in automated decision-making systems, machine learning (ML) models are vulnerable to data-manipulation attacks. Some defense mechanisms (e.g., adversarial regularization)…