Understanding the One-Pixel Attack: Propagation Maps and Locality Analysis

Danilo Vasconcellos Vargas, Jiawei Su

Deep neural networks were shown to be vulnerable to single pixel modifications. However, the reason behind such phenomena has never been elucidated. Here, we propose Propagation Ma…