TEXT EMBEDDINGS REVEAL ALMOST AS MUCH AS TEXT

Summary from the TLDR AI newsletter

Using iterative re-embedding and treating embedding inversion as a conditional generation problem allows attackers to successfully recreate 92% of the embedded texts just with access to the dense vectors.