Inverse/Reverse LLM Output to prompt 2024Extracting Prompts by Inverting LLM OutputsWe 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/2405.150122025Prompt 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/2503.09022arxiv.orghttps://arxiv.org/pdf/2506.17090
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