Formalizing and Benchmarking Prompt Injection Attacks and Defenses

Authors: 

Yupei Liu, The Pennsylvania State University; Yuqi Jia, Duke University; Runpeng Geng and Jinyuan Jia, The Pennsylvania State University; Neil Zhenqiang Gong, Duke University