Chongyang Du

Punctuation-level Attack: Single-shot and Single Punctuation Can Fool Text Models

The adversarial attacks have attracted increasing attention in various fields including natural language processing. The current textual attacking models primarily focus on fooling models by adding character-/word-/sentence-level perturbations, ignoring their influence on human perception. In this p…