## **PoC** Reconstruct text sequences from embeddings as well as run pre-trained models. The library can be used to embed text and then invert it, or invert directly from embeddings. **Most of the code in this repository facilitates training inversion models** https://github.com/jxmorris12/vec2text ## **Details** It has been previously assumed that embeddings could not be reconstructed to reveal the sensitive data within, that should never be the assumption. [video](https://www.youtube.com/watch?v=lguThumFUl4) [Code demo](https://colab.research.google.com/drive/14RQFRF2It2Kb8gG3_YDhP_6qE0780L8h?usp=sharing ) [Paper](https://arxiv.org/abs/2310.06816) A paper for a multilingual implementation of this attack exists [paper](https://arxiv.org/pdf/2401.12192.pdf) paper exists for editing multimodal large language models [paper](https://arxiv.org/abs/2310.08475)) ID: AML.T0057