A partial reproduction of Vec2Text confirms that embedding inversion is real, and shows that 8-bit quantization of stored embeddings is a lightweight defense that preserves retrieval while reducing reconstruction.
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Rethinking the Privacy of Text Embeddings: A Reproducibility Study of "Text Embeddings Reveal (Almost) As Much As Text"
A partial reproduction of Vec2Text confirms that embedding inversion is real, and shows that 8-bit quantization of stored embeddings is a lightweight defense that preserves retrieval while reducing reconstruction.