Matthew C. Stamm

Semantic Adversarial Attacks via Diffusion Models

2023 · arXiv (Cornell University)

Traditional adversarial attacks concentrate on manipulating clean examples in the pixel space by adding adversarial perturbations. By contrast, semantic adversarial attacks focus on changing semantic attributes of clean examples, such as color, context, and features, …