Yang‐Yi Chen

Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer

2021 · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing

Adversarial attacks and backdoor attacks are two common security threats that hang over deep learning. Both of them harness taskirrelevant features of data in their implementation. Text style is a feature that is naturally irrelevant …