Adversarial Demonstration Attacks on Large Language Models

no code implementations • 24 May 2023 • Jiongxiao Wang, Zichen Liu, Keun Hee Park, Zhuojun Jiang, Zhaoheng Zheng, Zhuofeng Wu, Muhao Chen, Chaowei Xiao

We propose a novel attack method named advICL, which aims to manipulate only the demonstration without changing the input to mislead the models.

In-Context Learning