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Earwig4884's avatar

Enjoyed the article but I don’t think it is accurate to say embeddings are generally one-way. A determined attacker with knowledge of the embedding model and appropriate tools can often recover much of the original input or its sensitive parts.

https://aclanthology.org/2023.emnlp-main.765/

https://www.tonic.ai/blog/sensitive-data-in-text-embeddings-is-recoverable

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Aimilios Hatzistamou's avatar

thanks for the write up!

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