2 papers
cs.CL2022
A Survey on Backdoor Attack and Defense in Natural Language Processing
Xuan Sheng, Zhaoyang Han, Piji Li +1
Deep learning is becoming increasingly popular in real-life applications, especially in natural language processing (NLP). Users often choose training outsourcing or adopt third-pa…
cs.CL2022
PromptAttack: Prompt-based Attack for Language Models via Gradient Search
Yundi Shi, Piji Li, Changchun Yin +3
As the pre-trained language models (PLMs) continue to grow, so do the hardware and data requirements for fine-tuning PLMs. Therefore, the researchers have come up with a lighter me…