Seonglae ChoInverse/Reverse LLM
Output to prompt 2024
Extracting Prompts by Inverting LLM Outputs
We consider the problem of language model inversion: given outputs of a language model, we seek to extract the prompt that generated these outputs. We develop a new black-box method,...
https://arxiv.org/abs/2405.15012
2025
Prompt Inversion Attack against Collaborative Inference of Large...
Large language models (LLMs) have been widely applied for their remarkable capability of content generation. However, the practical use of open-source LLMs is hindered by high resource...
https://arxiv.org/abs/2503.09022
arxiv.org
https://arxiv.org/pdf/2506.17090