Jinming Wen

Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models

2023 · arXiv (Cornell University)

The prompt-based learning paradigm, which bridges the gap between pre-training and fine-tuning, achieves state-of-the-art performance on several NLP tasks, particularly in few-shot settings. Despite being widely applied, prompt-based learning is vulnerable to backdoor attacks. Textual …