Alejandro E. Brito

Zero-Query Transfer Attacks on Context-Aware Object Detectors

Adversarial attacks perturb images such that a deep neural network produces incorrect classification results. A promising approach to defend against adversarial attacks on natural multi-object scenes is to impose a context-consistency check, wherein, if the detected objects are not consistent with a…