Cross-Entropy Attacks to Language Models via Rare Event Simulation

Mingze Ni, Yongshun Gong, Wei Liu

Black-box textual adversarial attacks are challenging due to the lack of model information and the discrete, non-differentiable nature of text. Existing methods often lack versatil…